Robert Kugel's Analyst Perspectives

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We offer a portfolio of advisory, research, thought leadership and digital education services to help optimize market strategy, planning and execution.</p> <p><strong><a href="https://www.ventanaresearch.com/services/vendors/analyst_relations" rel="noopener">Analyst Relations</a></strong></p> <p><strong><a href="https://www.ventanaresearch.com/services/vendors/demand_generation" rel="noopener">Demand Generation</a></strong></p> <p><strong><a href="https://www.ventanaresearch.com/services/vendors/product-marketing" rel="noopener">Product Marketing</a></strong></p> <p><strong><a href="https://www.ventanaresearch.com/vendor-coverage" target="_self" role="menuitem">Market Coverage</a></strong></p> <p><strong><a href="https://www.ventanaresearch.com/briefing" target="_self" role="menuitem">Request a Briefing</a></strong><br><br><br></p></div> <span id="hs_cos_wrapper_dnd_area-module-2_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_simple_menu" style="" data-hs-cos-general-type="widget" data-hs-cos-type="simple_menu"><ul></ul></span> <div class="bottom_rich_text"> </div> </div> </div> </div> </div> </div> <script src="https://robertkugel.isg-one.com/hs-fs/hub/2035844/hub_generated/template_assets/90531223305/1725882478811/Ventana_Research_2023/js/mmenu.min.js"></script> </div> </div> </div> </div> </div> </div> </div> </div> <div id="hs_cos_wrapper_Structured_data" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"></div> <div class="body-container-wrapper"> <div class="blog-header background-image post_page_2" data-bg-color="secondary" style=" background-size:cover; background-position:50%; background-repeat:no-repeat; background-image:url(https://robertkugel.isg-one.com/hubfs/_images/_backgrounds_expertise/2024_VR_Office_of_Finance_Expertise_Image_AdobeStock_268736974_1200px.jpg); ">  <div class="row-fluid"> <div class="blog-header__inner dnd-row"> <div class="blog--post__image dnd-section"> <img class="analyst-header-photo" src="https://robertkugel.isg-one.com/hubfs/_images/_team/Kugel.Robert%20Pic.Circle.png" style="padding: 10px; "> <br> <h1 class="analyst-header-title">Robert Kugel's Analyst Perspectives</h1>  </div> </div> </div> </div> <div class="content-wrapper-listing blog-single"> <div class="blog-content-wrapper"> <div>   <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2016/09/25/erp-can-help-transform-finance">ERP Can Help Transform Finance</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/isg-software-research"> ISG Software Research </a> on <span class="post-date">25 September 2016 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-9.png?width=200&name=vr_office_of_finance_05_finance_should_take_strategic_role-9.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-9.png?width=100&name=vr_office_of_finance_05_finance_should_take_strategic_role-9.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-9.png?width=200&name=vr_office_of_finance_05_finance_should_take_strategic_role-9.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-9.png?width=300&name=vr_office_of_finance_05_finance_should_take_strategic_role-9.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-9.png?width=400&name=vr_office_of_finance_05_finance_should_take_strategic_role-9.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-9.png?width=500&name=vr_office_of_finance_05_finance_should_take_strategic_role-9.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-9.png?width=600&name=vr_office_of_finance_05_finance_should_take_strategic_role-9.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>Like many other industry observers I’ve heard overblown claims for information technology for decades. However, I’ve also observed that – eventually – reality catches up with vision. Finance and accounting departments are particularly resistant to change, yet because almost no corporations use adding machines or typewriters any more, it’s clear that transformative change can happen. Nonetheless, because users of business computing systems are inundated with “it’s better than ever” promotions by...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2016/09/25/erp-can-help-transform-finance"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/mobile-technology">Mobile Technology</a>, <a href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance</a>, <a href="https://robertkugel.isg-one.com/topic/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/human-capital-2">Human Capital</a>, <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-collaboration">Business Collaboration</a>, <a href="https://robertkugel.isg-one.com/topic/business-intelligence">Business Intelligence</a>, <a href="https://robertkugel.isg-one.com/topic/cloud-computing">Cloud Computing</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/customer-performance-management-cpm">Customer Performance Management (CPM)</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/supply-chain-performance-management-scpm">Supply Chain Performance Management (SCPM)</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2016/02/19/cryptic-data-challenges-and-rewards-in-finding-and-using-it">Cryptic Data: Challenges and Rewards in Finding and Using It</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/robert-kugel"> Robert Kugel </a> on <span class="post-date">18 February 2016 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ng_finance_analytics_17_accessibility_of_external_data-1.png?width=200&name=vr_ng_finance_analytics_17_accessibility_of_external_data-1.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ng_finance_analytics_17_accessibility_of_external_data-1.png?width=100&name=vr_ng_finance_analytics_17_accessibility_of_external_data-1.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ng_finance_analytics_17_accessibility_of_external_data-1.png?width=200&name=vr_ng_finance_analytics_17_accessibility_of_external_data-1.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ng_finance_analytics_17_accessibility_of_external_data-1.png?width=300&name=vr_ng_finance_analytics_17_accessibility_of_external_data-1.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ng_finance_analytics_17_accessibility_of_external_data-1.png?width=400&name=vr_ng_finance_analytics_17_accessibility_of_external_data-1.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ng_finance_analytics_17_accessibility_of_external_data-1.png?width=500&name=vr_ng_finance_analytics_17_accessibility_of_external_data-1.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ng_finance_analytics_17_accessibility_of_external_data-1.png?width=600&name=vr_ng_finance_analytics_17_accessibility_of_external_data-1.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>Using information technology to make data useful is as old as the Information Age. The difference today is that the volume and variety of available data has grown enormously. Big data gets almost all of the attention, but there’s also cryptic data. Both are difficult to harness using basic tools and require new technology to help organizations glean actionable information from the large and chaotic mass of data. “Big data” refers to extremely large data sets that may be analyzed computationally...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2016/02/19/cryptic-data-challenges-and-rewards-in-finding-and-using-it"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/big-data">Big Data</a>, <a href="https://robertkugel.isg-one.com/topic/data-science">Data Science</a>, <a href="https://robertkugel.isg-one.com/topic/planning">Planning</a>, <a href="https://robertkugel.isg-one.com/topic/predictive-analytics">Predictive Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/fpa">FP&A</a>, <a href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance</a>, <a href="https://robertkugel.isg-one.com/topic/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/budgeting">Budgeting</a>, <a href="https://robertkugel.isg-one.com/topic/connotate">Connotate</a>, <a href="https://robertkugel.isg-one.com/topic/cryptic">cryptic</a>, <a href="https://robertkugel.isg-one.com/topic/equity-research">equity research</a>, <a href="https://robertkugel.isg-one.com/topic/finance-analytics">Finance Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/human-capital-2">Human Capital</a>, <a href="https://robertkugel.isg-one.com/topic/kofax">Kofax</a>, <a href="https://robertkugel.isg-one.com/topic/statistics">Statistics</a>, <a href="https://robertkugel.isg-one.com/topic/analytics">Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-intelligence">Business Intelligence</a>, <a href="https://robertkugel.isg-one.com/topic/customer-performance-management-cpm">Customer Performance Management (CPM)</a>, <a href="https://robertkugel.isg-one.com/topic/data">Data</a>, <a href="https://robertkugel.isg-one.com/topic/datawatch">Datawatch</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/kapow">Kapow</a>, <a href="https://robertkugel.isg-one.com/topic/sales-performance-management-spm">Sales Performance Management (SPM)</a>, <a href="https://robertkugel.isg-one.com/topic/supply-chain-performance-management-scpm">Supply Chain Performance Management (SCPM)</a>, <a href="https://robertkugel.isg-one.com/topic/stratahadoop">Strata+Hadoop</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2016/02/14/the-office-of-finance-in-2016">The Office of Finance in 2016</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/robert-kugel"> Robert Kugel </a> on <span class="post-date">14 February 2016 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role.png?width=200&name=vr_office_of_finance_05_finance_should_take_strategic_role.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role.png?width=100&name=vr_office_of_finance_05_finance_should_take_strategic_role.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role.png?width=200&name=vr_office_of_finance_05_finance_should_take_strategic_role.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role.png?width=300&name=vr_office_of_finance_05_finance_should_take_strategic_role.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role.png?width=400&name=vr_office_of_finance_05_finance_should_take_strategic_role.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role.png?width=500&name=vr_office_of_finance_05_finance_should_take_strategic_role.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role.png?width=600&name=vr_office_of_finance_05_finance_should_take_strategic_role.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>The imperative to transform the finance department to function in a more strategic, forward-looking and action-oriented fashion has been a consistent theme of practitioners, consultants and business journalists for two decades. In all that time, however, most finance and accounting departments have not changed much. In <u><a href="//www.ventanaresearch.com/OfficeOfFinance/" target="_blank">our benchmark research on the Office of Finance</a></u>, nine out of 10 participants said that it’s important or very important for finance departments totake a strategic role in running...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2016/02/14/the-office-of-finance-in-2016"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/big-data">Big Data</a>, <a href="https://robertkugel.isg-one.com/topic/planning">Planning</a>, <a href="https://robertkugel.isg-one.com/topic/predictive-analytics">Predictive Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/governance">Governance</a>, <a href="https://robertkugel.isg-one.com/topic/grc">GRC</a>, <a href="https://robertkugel.isg-one.com/topic/mobile-technology">Mobile Technology</a>, <a href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance</a>, <a href="https://robertkugel.isg-one.com/topic/budgeting">Budgeting</a>, <a href="https://robertkugel.isg-one.com/topic/close">close</a>, <a href="https://robertkugel.isg-one.com/topic/continuous-accounting">Continuous Accounting</a>, <a href="https://robertkugel.isg-one.com/topic/continuous-planning">Continuous Planning</a>, <a href="https://robertkugel.isg-one.com/topic/end-to-end">end-to-end</a>, <a href="https://robertkugel.isg-one.com/topic/human-capital-2">Human Capital</a>, <a href="https://robertkugel.isg-one.com/topic/tax">Tax</a>, <a href="https://robertkugel.isg-one.com/topic/analytics">Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-collaboration">Business Collaboration</a>, <a href="https://robertkugel.isg-one.com/topic/cio">CIO</a>, <a href="https://robertkugel.isg-one.com/topic/cloud-computing">Cloud Computing</a>, <a href="https://robertkugel.isg-one.com/topic/in-memory">In-memory</a>, <a href="https://robertkugel.isg-one.com/topic/uncategorized">Uncategorized</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/cfo">CFO</a>, <a href="https://robertkugel.isg-one.com/topic/cpq">CPQ</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/risk">Risk</a>, <a href="https://robertkugel.isg-one.com/topic/ceo">CEO</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management">Financial Performance Management</a>, <a href="https://robertkugel.isg-one.com/topic/fpm">FPM</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2015/11/29/evolving-to-the-next-generation-of-erp-systems">Evolving to the Next Generation of ERP Systems</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/robert-kugel"> Robert Kugel </a> on <span class="post-date">29 November 2015 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-7.png?width=200&name=vr_office_of_finance_01_erp_replacement-7.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-7.png?width=100&name=vr_office_of_finance_01_erp_replacement-7.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-7.png?width=200&name=vr_office_of_finance_01_erp_replacement-7.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-7.png?width=300&name=vr_office_of_finance_01_erp_replacement-7.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-7.png?width=400&name=vr_office_of_finance_01_erp_replacement-7.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-7.png?width=500&name=vr_office_of_finance_01_erp_replacement-7.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-7.png?width=600&name=vr_office_of_finance_01_erp_replacement-7.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p style="text-align: left;">The enterprise resource planning (ERP) system is a pillar of nearly every company’s record-keeping and management of business processes. It is essential to the smooth functioning of the accounting and finance functions. In manufacturing and distribution, ERP also can help plan and manage inventory and logistics. Some companies use it to handle human resources functions such as tracking employees, payroll and related costs. Yet despite their ubiquity, ERP systems have evolved little since their...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2015/11/29/evolving-to-the-next-generation-of-erp-systems"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/big-data">Big Data</a>, <a href="https://robertkugel.isg-one.com/topic/microsoft">Microsoft</a>, <a href="https://robertkugel.isg-one.com/topic/sap">SAP</a>, <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/erp">ERP</a>, <a href="https://robertkugel.isg-one.com/topic/fpa">FP&A</a>, <a href="https://robertkugel.isg-one.com/topic/mobile-technology">Mobile Technology</a>, <a href="https://robertkugel.isg-one.com/topic/netsuite">NetSuite</a>, <a href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance</a>, <a href="https://robertkugel.isg-one.com/topic/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/reporting">Reporting</a>, <a href="https://robertkugel.isg-one.com/topic/close">close</a>, <a href="https://robertkugel.isg-one.com/topic/closing">closing</a>, <a href="https://robertkugel.isg-one.com/topic/controller">Controller</a>, <a href="https://robertkugel.isg-one.com/topic/dashboard">dashboard</a>, <a href="https://robertkugel.isg-one.com/topic/human-capital-2">Human Capital</a>, <a href="https://robertkugel.isg-one.com/topic/reconciliation">Reconciliation</a>, <a href="https://robertkugel.isg-one.com/topic/analytics">Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-intelligence">Business Intelligence</a>, <a href="https://robertkugel.isg-one.com/topic/cloud-computing">Cloud Computing</a>, <a href="https://robertkugel.isg-one.com/topic/collaboration">Collaboration</a>, <a href="https://robertkugel.isg-one.com/topic/ibm">IBM</a>, <a href="https://robertkugel.isg-one.com/topic/oracle">Oracle</a>, <a href="https://robertkugel.isg-one.com/topic/uncategorized">Uncategorized</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/cfo">CFO</a>, <a href="https://robertkugel.isg-one.com/topic/data">Data</a>, <a href="https://robertkugel.isg-one.com/topic/finance">finance</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/supply-chain-performance-management-scpm">Supply Chain Performance Management (SCPM)</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management">Financial Performance Management</a>, <a href="https://robertkugel.isg-one.com/topic/fpm">FPM</a>, <a href="https://robertkugel.isg-one.com/topic/intacct">Intacct</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2015/08/13/optimization-analytics-comes-to-the-mass-market">Optimization Analytics Comes to the Mass Market</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/isg-software-research"> ISG Software Research </a> on <span class="post-date">13 August 2015 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_big_data_analytics_01_use_of_big_data_analytics-1.png?width=200&name=vr_big_data_analytics_01_use_of_big_data_analytics-1.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_big_data_analytics_01_use_of_big_data_analytics-1.png?width=100&name=vr_big_data_analytics_01_use_of_big_data_analytics-1.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_big_data_analytics_01_use_of_big_data_analytics-1.png?width=200&name=vr_big_data_analytics_01_use_of_big_data_analytics-1.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_big_data_analytics_01_use_of_big_data_analytics-1.png?width=300&name=vr_big_data_analytics_01_use_of_big_data_analytics-1.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_big_data_analytics_01_use_of_big_data_analytics-1.png?width=400&name=vr_big_data_analytics_01_use_of_big_data_analytics-1.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_big_data_analytics_01_use_of_big_data_analytics-1.png?width=500&name=vr_big_data_analytics_01_use_of_big_data_analytics-1.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_big_data_analytics_01_use_of_big_data_analytics-1.png?width=600&name=vr_big_data_analytics_01_use_of_big_data_analytics-1.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>Optimization is the application of algorithms to sets of data to guide executives and managers in making the best decisions. It’s a trending topic because using optimization technologies and techniques to better manage a variety of day-to-day business issues is becoming easier. I expect optimization, once the preserve of data scientists and operations research specialists will become mainstream in general purpose business analytics over the next five years.</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2015/08/13/optimization-analytics-comes-to-the-mass-market"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/big-data">Big Data</a>, <a href="https://robertkugel.isg-one.com/topic/performance-management">Performance Management</a>, <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/analytics">Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-collaboration">Business Collaboration</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/customer-performance-management-cpm">Customer Performance Management (CPM)</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/information-management-im">Information Management (IM)</a>, <a href="https://robertkugel.isg-one.com/topic/sales-performance-management-spm">Sales Performance Management (SPM)</a>, <a href="https://robertkugel.isg-one.com/topic/supply-chain-performance-management-scpm">Supply Chain Performance Management (SCPM)</a>, <a href="https://robertkugel.isg-one.com/topic/price-optimization">Price Optimization</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2015/05/08/infor-makes-user-experience-a-reason-for-new-business-applications">Infor Makes User Experience A Reason for New Business Applications</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/isg-software-research"> ISG Software Research </a> on <span class="post-date">08 May 2015 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-8.png?width=200&name=vr_office_of_finance_01_erp_replacement-8.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-8.png?width=100&name=vr_office_of_finance_01_erp_replacement-8.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-8.png?width=200&name=vr_office_of_finance_01_erp_replacement-8.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-8.png?width=300&name=vr_office_of_finance_01_erp_replacement-8.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-8.png?width=400&name=vr_office_of_finance_01_erp_replacement-8.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-8.png?width=500&name=vr_office_of_finance_01_erp_replacement-8.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-8.png?width=600&name=vr_office_of_finance_01_erp_replacement-8.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>Recently, <span style="text-decoration: underline;">Infor</span> held its second innovation conference with industry analysts at its New York City headquarters. Infor’s products include the major categories of ERP, human capital management and financial performance management applications. Behind the marketing aspects of its use of “innovation” is a business strategy for retaining existing customers, migrating a sizable percentage of those customers to the cloud and gaining new customers. (Because of the relative size of the installed base,...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2015/05/08/infor-makes-user-experience-a-reason-for-new-business-applications"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance</a>, <a href="https://robertkugel.isg-one.com/topic/human-capital-2">Human Capital</a>, <a href="https://robertkugel.isg-one.com/topic/ux">UX</a>, <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-collaboration">Business Collaboration</a>, <a href="https://robertkugel.isg-one.com/topic/cloud-computing">Cloud Computing</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/customer-performance-management-cpm">Customer Performance Management (CPM)</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2015/02/25/integrated-business-planning-is-more-effective">Integrated Business Planning Is More Effective</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/isg-software-research"> ISG Software Research </a> on <span class="post-date">24 February 2015 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ngbp_02_integrated_planning_works_better1-1.png?width=200&name=vr_ngbp_02_integrated_planning_works_better1-1.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ngbp_02_integrated_planning_works_better1-1.png?width=100&name=vr_ngbp_02_integrated_planning_works_better1-1.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ngbp_02_integrated_planning_works_better1-1.png?width=200&name=vr_ngbp_02_integrated_planning_works_better1-1.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ngbp_02_integrated_planning_works_better1-1.png?width=300&name=vr_ngbp_02_integrated_planning_works_better1-1.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ngbp_02_integrated_planning_works_better1-1.png?width=400&name=vr_ngbp_02_integrated_planning_works_better1-1.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ngbp_02_integrated_planning_works_better1-1.png?width=500&name=vr_ngbp_02_integrated_planning_works_better1-1.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ngbp_02_integrated_planning_works_better1-1.png?width=600&name=vr_ngbp_02_integrated_planning_works_better1-1.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>Ventana Research recently released the results of our <a href="//www.ventanaresearch.com/NextGenBusinessPlanning/" target="_blank"><span style="text-decoration: underline;">Next-Generation Business Planning benchmark research</span></a>. Business planning encompasses all of the forward-looking activities in which companies routinely engage. The research examined 11 of the most common types of enterprise planning: capital, demand, marketing, project, sales and operations, strategic, supply chain and workforce planning, as well as sales forecasting and corporate and IT budgeting. We also aggregated the results to draw...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2015/02/25/integrated-business-planning-is-more-effective"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/big-data">Big Data</a>, <a href="https://robertkugel.isg-one.com/topic/planning">Planning</a>, <a href="https://robertkugel.isg-one.com/topic/predictive-analytics">Predictive Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/sales">Sales</a>, <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/human-capital-management">Human Capital Management</a>, <a href="https://robertkugel.isg-one.com/topic/marketing">Marketing</a>, <a href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance</a>, <a href="https://robertkugel.isg-one.com/topic/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/reporting">Reporting</a>, <a href="https://robertkugel.isg-one.com/topic/budgeting">Budgeting</a>, <a href="https://robertkugel.isg-one.com/topic/controller">Controller</a>, <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/cloud-computing">Cloud Computing</a>, <a href="https://robertkugel.isg-one.com/topic/in-memory">In-memory</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/cfo">CFO</a>, <a href="https://robertkugel.isg-one.com/topic/customer-performance-management-cpm">Customer Performance Management (CPM)</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/sales-performance-management-spm">Sales Performance Management (SPM)</a>, <a href="https://robertkugel.isg-one.com/topic/supply-chain">Supply Chain</a>, <a href="https://robertkugel.isg-one.com/topic/workforce-performance-management-wpm">Workforce Performance Management (WPM)</a>, <a href="https://robertkugel.isg-one.com/topic/capital-spending">capital spending</a>, <a href="https://robertkugel.isg-one.com/topic/demand-management">demand management</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management">Financial Performance Management</a>, <a href="https://robertkugel.isg-one.com/topic/financial-reporting">financial reporting</a>, <a href="https://robertkugel.isg-one.com/topic/fpm">FPM</a>, <a href="https://robertkugel.isg-one.com/topic/integrated-business-planning">Integrated Business Planning</a>, <a href="https://robertkugel.isg-one.com/topic/sop">S&OP</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2014/10/29/technology-can-enhance-performance-in-finance-departments">Technology Can Enhance Performance in Finance Departments</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/isg-software-research"> ISG Software Research </a> on <span class="post-date">29 October 2014 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-1.png?width=200&name=vr_office_of_finance_05_finance_should_take_strategic_role-1.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-1.png?width=100&name=vr_office_of_finance_05_finance_should_take_strategic_role-1.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-1.png?width=200&name=vr_office_of_finance_05_finance_should_take_strategic_role-1.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-1.png?width=300&name=vr_office_of_finance_05_finance_should_take_strategic_role-1.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-1.png?width=400&name=vr_office_of_finance_05_finance_should_take_strategic_role-1.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-1.png?width=500&name=vr_office_of_finance_05_finance_should_take_strategic_role-1.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-1.png?width=600&name=vr_office_of_finance_05_finance_should_take_strategic_role-1.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>Finance transformation” refers to a longstanding objective: shifting the focus of CFOs and finance departments from transaction processing to more strategic, higher-value functions. Our upcoming Office of Finance benchmark research confirms that most of organizations want their finance department to take a more strategic role in management of the company: nine in 10 participants said that it’s important or very important. (We are using “finance” in its broadest sense, including, for example,...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2014/10/29/technology-can-enhance-performance-in-finance-departments"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/big-data">Big Data</a>, <a href="https://robertkugel.isg-one.com/topic/mobile">Mobile</a>, <a href="https://robertkugel.isg-one.com/topic/performance-management">Performance Management</a>, <a href="https://robertkugel.isg-one.com/topic/predictive-analytics">Predictive Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/erp">ERP</a>, <a href="https://robertkugel.isg-one.com/topic/fpa">FP&A</a>, <a href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance</a>, <a href="https://robertkugel.isg-one.com/topic/reporting">Reporting</a>, <a href="https://robertkugel.isg-one.com/topic/management">Management</a>, <a href="https://robertkugel.isg-one.com/topic/close">close</a>, <a href="https://robertkugel.isg-one.com/topic/closing">closing</a>, <a href="https://robertkugel.isg-one.com/topic/computing">computing</a>, <a href="https://robertkugel.isg-one.com/topic/controller">Controller</a>, <a href="https://robertkugel.isg-one.com/topic/tax">Tax</a>, <a href="https://robertkugel.isg-one.com/topic/analytics">Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-collaboration">Business Collaboration</a>, <a href="https://robertkugel.isg-one.com/topic/cloud-computing">Cloud Computing</a>, <a href="https://robertkugel.isg-one.com/topic/collaboration">Collaboration</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/cfo">CFO</a>, <a href="https://robertkugel.isg-one.com/topic/finance">finance</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/tagetik">Tagetik</a>, <a href="https://robertkugel.isg-one.com/topic/fpm">FPM</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2014/09/17/financialforce-brings-more-mobile-social-and-planning-technology-to-market">FinancialForce Brings More Mobile, Social and Planning Technology to Market</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/isg-software-research"> ISG Software Research </a> on <span class="post-date">17 September 2014 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_16_next-generation_technologies-1.png?width=200&name=vr_office_of_finance_16_next-generation_technologies-1.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_16_next-generation_technologies-1.png?width=100&name=vr_office_of_finance_16_next-generation_technologies-1.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_16_next-generation_technologies-1.png?width=200&name=vr_office_of_finance_16_next-generation_technologies-1.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_16_next-generation_technologies-1.png?width=300&name=vr_office_of_finance_16_next-generation_technologies-1.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_16_next-generation_technologies-1.png?width=400&name=vr_office_of_finance_16_next-generation_technologies-1.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_16_next-generation_technologies-1.png?width=500&name=vr_office_of_finance_16_next-generation_technologies-1.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_office_of_finance_16_next-generation_technologies-1.png?width=600&name=vr_office_of_finance_16_next-generation_technologies-1.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p><a href="http://www.financialforce.com/company/press-center/press-releases/financialforce-com-tightens-collaboration-between-sales-and-professional-services-with-financialforce-erp-summer-14/" target="_blank">FinancialForce’s 2014 summer release</a> incorporates improvements in mobile and collaboration features and provides enhancements to the planning dimension of its professional services automation (PSA) suite. In the last couple of releases the company emphasized expansion in the functional capabilities of its ERP suite, <a href="//robertkugel.ventanaresearch.com/2014/02/26/financialforce-broadens-its-reach-with-erp-and-more/" target="_blank">as I noted</a>, focusing on human capital management and professional services automation as well as some supply chain automation capabilities.</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2014/09/17/financialforce-brings-more-mobile-social-and-planning-technology-to-market"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/saas">SaaS</a>, <a href="https://robertkugel.isg-one.com/topic/sales">Sales</a>, <a href="https://robertkugel.isg-one.com/topic/salesforce-com">Salesforce.com</a>, <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/erp">ERP</a>, <a href="https://robertkugel.isg-one.com/topic/hcm">HCM</a>, <a href="https://robertkugel.isg-one.com/topic/human-capital">Human Capital</a>, <a href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance</a>, <a href="https://robertkugel.isg-one.com/topic/consulting">Consulting</a>, <a href="https://robertkugel.isg-one.com/topic/distribution">distribution</a>, <a href="https://robertkugel.isg-one.com/topic/psa">PSA</a>, <a href="https://robertkugel.isg-one.com/topic/unit4">Unit4</a>, <a href="https://robertkugel.isg-one.com/topic/analytics">Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/cloud-computing">Cloud Computing</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/financialforce">FinancialForce</a>, <a href="https://robertkugel.isg-one.com/topic/hr">HR</a>, <a href="https://robertkugel.isg-one.com/topic/sales-performance-management-spm">Sales Performance Management (SPM)</a>, <a href="https://robertkugel.isg-one.com/topic/professional-services-automation">Professional Services Automation</a>, <a href="https://robertkugel.isg-one.com/topic/scm">SCM</a> <hr> </div>  <div class="blog-index__post-content" style="margin-bottom: 80px"> <div class="post-meta"> <h2 style="font-size: 1.875rem;"><a href="https://robertkugel.isg-one.com/robert-kugel/2014/07/04/ibm-advances-business-experience-in-using-advanced-analytics">IBM Advances Business Experience in Using Advanced Analytics</a></h2> <div class="author-meta"> Posted by <a href="https://robertkugel.isg-one.com/author/robert-kugel"> Robert Kugel </a> on <span class="post-date">03 July 2014 </span> </div>  <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr-logo-bug-square-buffer.jpg?width=200&name=vr-logo-bug-square-buffer.jpg" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr-logo-bug-square-buffer.jpg?width=100&name=vr-logo-bug-square-buffer.jpg 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr-logo-bug-square-buffer.jpg?width=200&name=vr-logo-bug-square-buffer.jpg 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr-logo-bug-square-buffer.jpg?width=300&name=vr-logo-bug-square-buffer.jpg 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr-logo-bug-square-buffer.jpg?width=400&name=vr-logo-bug-square-buffer.jpg 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr-logo-bug-square-buffer.jpg?width=500&name=vr-logo-bug-square-buffer.jpg 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr-logo-bug-square-buffer.jpg?width=600&name=vr-logo-bug-square-buffer.jpg 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>The developed world has an embarrassment of riches when it comes to information technology. Individuals walk around with far more computing power and data storage in their pockets than was required to send men to the moon. People routinely hold on their laps what would have been considered a supercomputer a generation ago. There is a wealth of information available on the Web. And the costs of these information assets are a tiny fraction of what they were decades ago. Consumer products have...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2014/07/04/ibm-advances-business-experience-in-using-advanced-analytics"><span class="readmore"> Read More </span></a><br><br> Topics: <a href="https://robertkugel.isg-one.com/topic/big-data">Big Data</a>, <a href="https://robertkugel.isg-one.com/topic/mobile">Mobile</a>, <a href="https://robertkugel.isg-one.com/topic/predictive-analytics">Predictive Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media</a>, <a href="https://robertkugel.isg-one.com/topic/customer-experience">Customer Experience</a>, <a href="https://robertkugel.isg-one.com/topic/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/performance">Performance</a>, <a href="https://robertkugel.isg-one.com/topic/analytics">Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/business-collaboration">Business Collaboration</a>, <a href="https://robertkugel.isg-one.com/topic/ibm">IBM</a>, <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM)</a>, <a href="https://robertkugel.isg-one.com/topic/customer-performance-management-cpm">Customer Performance Management (CPM)</a>, <a href="https://robertkugel.isg-one.com/topic/finance">finance</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM)</a>, <a href="https://robertkugel.isg-one.com/topic/sales-performance-management">Sales Performance Management</a>, <a href="https://robertkugel.isg-one.com/topic/sales-performance-management-spm">Sales Performance Management (SPM)</a>, <a href="https://robertkugel.isg-one.com/topic/social">Social</a>, <a href="https://robertkugel.isg-one.com/topic/financial-performance-management">Financial Performance Management</a>, <a href="https://robertkugel.isg-one.com/topic/spss">SPSS</a> <hr> </div> <script> // Check active classes var checkClass = function() { if ( $('.fil_item').hasClass('hide') ) { $('.fil_item').removeClass('hide'); 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</script></span> <span id="hs_cos_wrapper_module_1495215326694198" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_rich_text" style="" data-hs-cos-general-type="widget" data-hs-cos-type="rich_text"><h3 style="color: var(--light_blue);">Our Analyst Perspective Policy</h3> <ul> <li style="display: none; list-style: none;"> <p>Ventana Research’s Analyst Perspectives are fact-based analysis and guidance on business, <g class="gr_ gr_12 gr-alert gr_gramm gr_inline_cards gr_run_anim Punctuation only-ins replaceWithoutSep" id="12" data-gr-id="12">industry</g> and technology vendor trends. 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If you have any issue with an Analyst Perspective, please email them to <a href="mailto:ChiefResearchOfficer@isg-research.net">ChiefResearchOfficer@isg-research.net</a></p> </li> </ul> <a class="btn-secondary" href="https://www.isg-research.net/analyst-perspective-policy">View Policy</a></span>  <div id="hs_cos_wrapper_module_168621267066296" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"><style> </style> <h3 style="color: #255a89;">Our Analysts</h3>  <div class="row-fluid"> <div class="span6" style="text-align: center;"> <a href="https://davidmenninger.isg-research.net"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Menninger.David%20Pic.Circle.png?width=100&name=Menninger.David%20Pic.Circle.png" alt="David Menninger" width="100" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Menninger.David%20Pic.Circle.png?width=50&name=Menninger.David%20Pic.Circle.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Menninger.David%20Pic.Circle.png?width=100&name=Menninger.David%20Pic.Circle.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Menninger.David%20Pic.Circle.png?width=150&name=Menninger.David%20Pic.Circle.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Menninger.David%20Pic.Circle.png?width=200&name=Menninger.David%20Pic.Circle.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Menninger.David%20Pic.Circle.png?width=250&name=Menninger.David%20Pic.Circle.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Menninger.David%20Pic.Circle.png?width=300&name=Menninger.David%20Pic.Circle.png 300w"> <h5 class="analyst_name">David Menninger</h5> </a> </div> <div class="span6" style="text-align: center;"> <a href="https://jefforr.isg-research.net"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Orr.Jeff.Circle.png?width=100&name=Orr.Jeff.Circle.png" alt="Jeff Orr" width="100" data-constrained="true" caption="false" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Orr.Jeff.Circle.png?width=50&name=Orr.Jeff.Circle.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Orr.Jeff.Circle.png?width=100&name=Orr.Jeff.Circle.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Orr.Jeff.Circle.png?width=150&name=Orr.Jeff.Circle.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Orr.Jeff.Circle.png?width=200&name=Orr.Jeff.Circle.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Orr.Jeff.Circle.png?width=250&name=Orr.Jeff.Circle.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Orr.Jeff.Circle.png?width=300&name=Orr.Jeff.Circle.png 300w" sizes="(max-width: 100px) 100vw, 100px"> <h5 class="analyst_name">Jeff Orr</h5> </a> </div> </div>   <div class="row-fluid"> <div class="span6" style="text-align: center;"> <a href="https://keithdawson.isg-research.net"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Dawson.Keith%20Pic.Circle.png?width=100&name=Dawson.Keith%20Pic.Circle.png" alt="Keith Dawson" width="100" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Dawson.Keith%20Pic.Circle.png?width=50&name=Dawson.Keith%20Pic.Circle.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Dawson.Keith%20Pic.Circle.png?width=100&name=Dawson.Keith%20Pic.Circle.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Dawson.Keith%20Pic.Circle.png?width=150&name=Dawson.Keith%20Pic.Circle.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Dawson.Keith%20Pic.Circle.png?width=200&name=Dawson.Keith%20Pic.Circle.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Dawson.Keith%20Pic.Circle.png?width=250&name=Dawson.Keith%20Pic.Circle.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Dawson.Keith%20Pic.Circle.png?width=300&name=Dawson.Keith%20Pic.Circle.png 300w"> <h5 class="analyst_name">Keith Dawson</h5> </a> </div> <div class="span6" style="text-align:center;"> <a href="https://marksmith.isg-research.net"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Smith.Mark%20Pic.Circle.png?width=100&name=Smith.Mark%20Pic.Circle.png" alt="Mark Smith" width="100" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Smith.Mark%20Pic.Circle.png?width=50&name=Smith.Mark%20Pic.Circle.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Smith.Mark%20Pic.Circle.png?width=100&name=Smith.Mark%20Pic.Circle.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Smith.Mark%20Pic.Circle.png?width=150&name=Smith.Mark%20Pic.Circle.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Smith.Mark%20Pic.Circle.png?width=200&name=Smith.Mark%20Pic.Circle.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Smith.Mark%20Pic.Circle.png?width=250&name=Smith.Mark%20Pic.Circle.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Smith.Mark%20Pic.Circle.png?width=300&name=Smith.Mark%20Pic.Circle.png 300w"> <h5 class="analyst_name">Mark Smith</h5> </a> </div> </div>   <div class="row-fluid"> <div class="span6" style="text-align: center;"> <a href="https://mattaslett.isg-research.net"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Aslett.Matt%20Pic.Circle.png?width=100&name=Aslett.Matt%20Pic.Circle.png" alt="Matt Aslett" width="100" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Aslett.Matt%20Pic.Circle.png?width=50&name=Aslett.Matt%20Pic.Circle.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Aslett.Matt%20Pic.Circle.png?width=100&name=Aslett.Matt%20Pic.Circle.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Aslett.Matt%20Pic.Circle.png?width=150&name=Aslett.Matt%20Pic.Circle.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Aslett.Matt%20Pic.Circle.png?width=200&name=Aslett.Matt%20Pic.Circle.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Aslett.Matt%20Pic.Circle.png?width=250&name=Aslett.Matt%20Pic.Circle.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Aslett.Matt%20Pic.Circle.png?width=300&name=Aslett.Matt%20Pic.Circle.png 300w"> <h5 class="analyst_name">Matt Aslett</h5> </a> </div> <div class="span6" style="text-align: center;"> <a href="https://matthewbrown.isg-research.net/"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/profile_vr_matthew_brown_circle_900x900.png?width=100&name=profile_vr_matthew_brown_circle_900x900.png" alt="Matthew Brown" width="100" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/profile_vr_matthew_brown_circle_900x900.png?width=50&name=profile_vr_matthew_brown_circle_900x900.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/profile_vr_matthew_brown_circle_900x900.png?width=100&name=profile_vr_matthew_brown_circle_900x900.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/profile_vr_matthew_brown_circle_900x900.png?width=150&name=profile_vr_matthew_brown_circle_900x900.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/profile_vr_matthew_brown_circle_900x900.png?width=200&name=profile_vr_matthew_brown_circle_900x900.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/profile_vr_matthew_brown_circle_900x900.png?width=250&name=profile_vr_matthew_brown_circle_900x900.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/profile_vr_matthew_brown_circle_900x900.png?width=300&name=profile_vr_matthew_brown_circle_900x900.png 300w"> <h5 class="analyst_name">Matthew Brown</h5> </a> </div> </div>   <div class="row-fluid"> <div class="span6" style="text-align: center;"> <a href="https://robertkugel.isg-research.net"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Kugel.Robert%20Pic.Circle.png?width=100&name=Kugel.Robert%20Pic.Circle.png" alt="Robert Kugel" width="100" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Kugel.Robert%20Pic.Circle.png?width=50&name=Kugel.Robert%20Pic.Circle.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Kugel.Robert%20Pic.Circle.png?width=100&name=Kugel.Robert%20Pic.Circle.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Kugel.Robert%20Pic.Circle.png?width=150&name=Kugel.Robert%20Pic.Circle.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Kugel.Robert%20Pic.Circle.png?width=200&name=Kugel.Robert%20Pic.Circle.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Kugel.Robert%20Pic.Circle.png?width=250&name=Kugel.Robert%20Pic.Circle.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Kugel.Robert%20Pic.Circle.png?width=300&name=Kugel.Robert%20Pic.Circle.png 300w"> <h5 class="analyst_name">Robert Kugel</h5> </a> </div> <div class="span6" style="text-align: center;"> <a href="https://stephenhurrell.isg-research.net"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Hurrell.Stephen%20Pic.Circle.png?width=100&name=Hurrell.Stephen%20Pic.Circle.png" alt="Stephen Hurrell" width="100" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Hurrell.Stephen%20Pic.Circle.png?width=50&name=Hurrell.Stephen%20Pic.Circle.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Hurrell.Stephen%20Pic.Circle.png?width=100&name=Hurrell.Stephen%20Pic.Circle.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Hurrell.Stephen%20Pic.Circle.png?width=150&name=Hurrell.Stephen%20Pic.Circle.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Hurrell.Stephen%20Pic.Circle.png?width=200&name=Hurrell.Stephen%20Pic.Circle.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Hurrell.Stephen%20Pic.Circle.png?width=250&name=Hurrell.Stephen%20Pic.Circle.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/_images/_team/Hurrell.Stephen%20Pic.Circle.png?width=300&name=Hurrell.Stephen%20Pic.Circle.png 300w"> <h5 class="analyst_name">Stephen Hurrell</h5> </a> </div> </div>   <div class="row-fluid">  <div style="text-align: center;"> <a href="https://blog.isg-research.net"> <img class="analyst_img" style="width: 100px;" src="https://robertkugel.isg-one.com/hs-fs/hubfs/ISG_Bug_Reverse_Transparent.png?width=100&name=ISG_Bug_Reverse_Transparent.png" alt="ISG Software Research" width="100" data-constrained="true" caption="false" srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/ISG_Bug_Reverse_Transparent.png?width=50&name=ISG_Bug_Reverse_Transparent.png 50w, https://robertkugel.isg-one.com/hs-fs/hubfs/ISG_Bug_Reverse_Transparent.png?width=100&name=ISG_Bug_Reverse_Transparent.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/ISG_Bug_Reverse_Transparent.png?width=150&name=ISG_Bug_Reverse_Transparent.png 150w, https://robertkugel.isg-one.com/hs-fs/hubfs/ISG_Bug_Reverse_Transparent.png?width=200&name=ISG_Bug_Reverse_Transparent.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/ISG_Bug_Reverse_Transparent.png?width=250&name=ISG_Bug_Reverse_Transparent.png 250w, https://robertkugel.isg-one.com/hs-fs/hubfs/ISG_Bug_Reverse_Transparent.png?width=300&name=ISG_Bug_Reverse_Transparent.png 300w" sizes="(max-width: 100px) 100vw, 100px"> <h5 class="analyst_name">ISG Software Research</h5> </a> </div> </div>  </div> <div id="hs_cos_wrapper_module_1552944263900179" class="hs_cos_wrapper 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href="https://robertkugel.isg-one.com/archive/2020/02">February 2020 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2020/01">January 2020 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/12">December 2019 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/11">November 2019 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/10">October 2019 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/09">September 2019 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/08">August 2019 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/05">May 2019 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/04">April 2019 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/03">March 2019 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/02">February 2019 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2019/01">January 2019 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/12">December 2018 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/11">November 2018 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/10">October 2018 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/09">September 2018 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/08">August 2018 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/07">July 2018 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/05">May 2018 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/04">April 2018 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/03">March 2018 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2018/02">February 2018 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/12">December 2017 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/11">November 2017 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/10">October 2017 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/09">September 2017 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/08">August 2017 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/07">July 2017 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/06">June 2017 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/05">May 2017 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/04">April 2017 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/03">March 2017 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/02">February 2017 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2017/01">January 2017 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/12">December 2016 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/11">November 2016 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/10">October 2016 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/09">September 2016 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/08">August 2016 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/07">July 2016 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/06">June 2016 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/05">May 2016 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/04">April 2016 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/03">March 2016 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2016/02">February 2016 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/12">December 2015 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/11">November 2015 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/10">October 2015 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/09">September 2015 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/08">August 2015 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/07">July 2015 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/06">June 2015 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/05">May 2015 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/04">April 2015 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/03">March 2015 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/02">February 2015 <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2015/01">January 2015 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/12">December 2014 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/11">November 2014 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/10">October 2014 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/09">September 2014 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/08">August 2014 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/07">July 2014 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/06">June 2014 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/05">May 2014 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/04">April 2014 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/03">March 2014 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/02">February 2014 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2014/01">January 2014 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/12">December 2013 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/11">November 2013 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/10">October 2013 <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/09">September 2013 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/08">August 2013 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/07">July 2013 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/06">June 2013 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/05">May 2013 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/04">April 2013 <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/03">March 2013 <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/02">February 2013 <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2013/01">January 2013 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/12">December 2012 <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/11">November 2012 <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/10">October 2012 <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/09">September 2012 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/08">August 2012 <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/07">July 2012 <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/06">June 2012 <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/05">May 2012 <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/04">April 2012 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/03">March 2012 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/02">February 2012 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2012/01">January 2012 <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/12">December 2011 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/11">November 2011 <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/10">October 2011 <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/09">September 2011 <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/07">July 2011 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/06">June 2011 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/05">May 2011 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/04">April 2011 <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/03">March 2011 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/02">February 2011 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2011/01">January 2011 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2010/12">December 2010 <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2010/11">November 2010 <span class="filter-link-count" dir="ltr">(19)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2010/06">June 2010 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> </ul> <a class="filter-expand-link" href="#">see all</a> </div> </div> </span> <span id="hs_cos_wrapper_post_filter" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_post_filter" style="" 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class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/continuous-planning">Continuous Planning <span class="filter-link-count" dir="ltr">(52)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/continuous-supply-chain">continuous supply chain <span class="filter-link-count" dir="ltr">(19)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/continuous-supply-chain-erp">Continuous Supply Chain & ERP <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/contract">contract <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/contract-management">contract management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/control">control <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/controller">Controller <span class="filter-link-count" dir="ltr">(36)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/controller-2">controller <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/controls">controls <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/conversational-computing">Conversational Computing <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/coo">COO <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/corporate-finance">Corporate Finance <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/corporate-governance">Corporate Governance <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cost-management">Cost Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/costing">costing <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cpq">CPQ <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/credit">credit <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/crisis">crisis <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/crm">CRM <span class="filter-link-count" dir="ltr">(11)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/crm-customer-service">CRM customer service <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cro">CRO <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cryptic">cryptic <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/currency">currency <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/customer">Customer <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/customer-analytics">Customer Analytics <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/customer-engagement">Customer Engagement <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/customer-experience">Customer Experience <span class="filter-link-count" dir="ltr">(34)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/customer-experience-management">Customer Experience Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/customer-life-cycle">customer life cycle <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/customer-performance-management-cpm">Customer Performance Management (CPM) <span class="filter-link-count" dir="ltr">(87)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/customer-service">Customer Service <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/dashboard">dashboard <span class="filter-link-count" dir="ltr">(12)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/dashboards">Dashboards <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data">Data <span class="filter-link-count" dir="ltr">(39)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data-governance">Data Governance <span class="filter-link-count" dir="ltr">(11)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data-integration">Data Integration <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data-lake">Data Lake <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data-management">Data Management <span class="filter-link-count" dir="ltr">(14)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data-operations">data operations <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data-preparation">Data Preparation <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data-science">Data Science <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/data-warehousing">Data Warehousing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/database">Database <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/datawatch">Datawatch <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/debt">debt <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/decision">decision <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/decision-hub">Decision Hub <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/demand-chain">Demand Chain <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/demand-management">demand management <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/demand-planning">Demand Planning <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/design">design <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/development">development <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/digital-applications">Digital Applications <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/digital-business">Digital Business <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/digital-commerce">Digital Commerce <span class="filter-link-count" dir="ltr">(17)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/digital-finance">digital finance <span class="filter-link-count" dir="ltr">(108)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/digital-marketing">Digital Marketing <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/digital-technology">Digital Technology <span class="filter-link-count" dir="ltr">(18)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/digital-transformation">Digital transformation <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/distribution">distribution <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/document-management">Document Management <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/dodd-frank">Dodd-Frank <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/dreamforce">Dreamforce <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/driver-based">driver-based <span class="filter-link-count" dir="ltr">(14)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/driver-based-planning">driver-based planning <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/dynamics">Dynamics <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/dynamics-ax">Dynamics AX <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/dynamics-gp">Dynamics GP <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/dynamics-nav-dynamics-sl">Dynamics NAV Dynamics SL <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/e-discovery">e-discovery <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/edi">EDI <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ediscovery">eDiscovery <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/effectiveness">effectiveness <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/embedded-analytics">embedded analytics <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/end-to-end">end-to-end <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/enterprise-content-management">Enterprise Content Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/enterprise-profitability-management">enterprise profitability management <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/enterprise-resource-planning">Enterprise Resource Planning <span class="filter-link-count" dir="ltr">(42)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/enterprise-risk-management">enterprise risk management <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/enterprise-software">Enterprise Software <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/enterprise-spreadsheet">enterprise spreadsheet <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/enterprise-tax">Enterprise Tax <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/environment-management">Environment Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/environmental">Environmental <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/epicor">Epicor <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/epiphany">Epiphany <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/equity-research">equity research <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/erm">ERM <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/erp">ERP <span class="filter-link-count" dir="ltr">(83)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/erp-and-continuous-accounting">ERP and Continuous Accounting <span class="filter-link-count" dir="ltr">(145)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/error">error <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/esg">ESG <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/essbase">Essbase <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/excel">Excel <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/executive">executive <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/expense">expense <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/expense-management">expense management <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/extended-close">extended close <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/extended-reality">extended reality <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/exterro">Exterro <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/fasb">FASB <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/fast-close">Fast close <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/fei">FEI <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ferf-ceo">FERF CEO <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/finance">finance <span class="filter-link-count" dir="ltr">(51)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/finance-analytics">Finance Analytics <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/finance-cloud">finance cloud <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/finance-financial-applications-financial-close">Finance Financial Applications Financial Close <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/finance-transformation">finance transformation <span class="filter-link-count" dir="ltr">(10)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial">financial <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-analytics">financial analytics <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-applications">Financial Applications <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-close">Financial Close <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-consolidation-and-close-management">Financial Consolidation and Close Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-governance">Financial Governance <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-management">Financial Management <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-model">financial model <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-performance">Financial Performance <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-performance-2">financial performance <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-performance-management">Financial Performance Management <span class="filter-link-count" dir="ltr">(224)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-performance-management-fpm">Financial Performance Management (FPM) <span class="filter-link-count" dir="ltr">(287)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-planning">financial planning <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-regulation">financial regulation <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-reporting">financial reporting <span class="filter-link-count" dir="ltr">(15)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-risk-management">financial risk management <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-services">Financial Services <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-software">financial software <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-standards">financial standards <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-statement">financial statement <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financial-systems">financial systems <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financialforce">FinancialForce <span class="filter-link-count" dir="ltr">(15)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financialforce-com">FinancialForce.com <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/financials">financials <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/fms">FMS <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/forecast">Forecast <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/forecasting">forecasting <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/fpa">FP&A <span class="filter-link-count" dir="ltr">(23)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/fpm">FPM <span class="filter-link-count" dir="ltr">(84)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/fraud">Fraud <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/fusion-applications">Fusion Applications <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/gaap">GAAP <span class="filter-link-count" dir="ltr">(10)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/generative-ai">Generative AI <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/governance">Governance <span class="filter-link-count" dir="ltr">(29)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/governance-risk-and-compliance">Governance Risk and Compliance <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/governance-risk-compliance-grc">Governance, Risk & Compliance (GRC) <span class="filter-link-count" dir="ltr">(52)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/grc">GRC <span class="filter-link-count" dir="ltr">(51)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/grc-governance-risk-compliance-risk-management-wat">GRC, governance, risk, compliance, risk management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/green">Green <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/gui">GUI <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/hana">HANA <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/hcm">HCM <span class="filter-link-count" dir="ltr">(12)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/hewlett-packard">Hewlett Packard <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/hospitality">Hospitality <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/host-analytics">Host Analytics <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/hr">HR <span class="filter-link-count" dir="ltr">(12)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/hrms">HRMS <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/human-capital-2">Human Capital <span class="filter-link-count" dir="ltr">(19)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/human-capital">Human Capital <span class="filter-link-count" dir="ltr">(12)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/human-capital-management">Human Capital Management <span class="filter-link-count" dir="ltr">(45)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/hyperion">Hyperion <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/iasb">IASB <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ibm">IBM <span class="filter-link-count" dir="ltr">(22)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ibm-business-analytics">IBM Business Analytics <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ibm-regulatory-compliance-analytics">IBM Regulatory Compliance Analytics <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ibp">IBP <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ifrs">IFRS <span class="filter-link-count" dir="ltr">(11)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ifrs16">IFRS16 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/in-memory">In-memory <span class="filter-link-count" dir="ltr">(24)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/in-memory-computing">In-Memory Computing <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/infor">Infor <span class="filter-link-count" dir="ltr">(25)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/informatica">Informatica <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/information">Information <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/information-applications-ia">Information Applications (IA) <span class="filter-link-count" dir="ltr">(17)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/information-management">Information Management <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/information-management-im">Information Management (IM) <span class="filter-link-count" dir="ltr">(50)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/information-technology">Information Technology <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/innovation-awards">Innovation Awards <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/intacct">Intacct <span class="filter-link-count" dir="ltr">(10)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/integrated-business-planning">Integrated Business Planning <span class="filter-link-count" dir="ltr">(38)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/intelligent-cx">Intelligent CX <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/intelligent-marketing">intelligent marketing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/intelligent-sales">intelligent sales <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/intercompany-financial-management">Intercompany Financial Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/internal-audit">Internal Audit <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/international-finance">International Finance <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/international-tax">international tax <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/internet-of-things">Internet of Things <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/inventory-optimization">Inventory Optimization <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/it">IT <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/it-controls">IT controls <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/it-cost">IT cost <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/it-governance">IT governance <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/it-performance-management-itpm">IT Performance Management (ITPM) <span class="filter-link-count" dir="ltr">(19)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/it-risk-management">IT Risk Management <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/jd-edwards">JD Edwards <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/jda-software">JDA Software <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/jonova">Jonova <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/kapow">Kapow <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/kenandy">Kenandy <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/kinaxis">Kinaxis <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/kofax">Kofax <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/kri">KRI <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/kyriba-financial-performance-management">Kyriba Financial Performance Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/lan">LAN <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/lawson">Lawson <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/lawson-software">Lawson Software <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/learning-management">Learning Management <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/lease-accounting">Lease Accounting <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/lease-and-tax-accounting">lease and tax accounting <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/lease-management">Lease Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/leasing">leasing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/legacy-systems">legacy systems <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/legal">legal <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/local-ly">Local.ly <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/longview">LongView <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/machine-learning">Machine Learning <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/machine-learning-and-cognitive-computing">Machine Learning and Cognitive Computing <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/management">Management <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/manufacturing">Manufacturing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/marketing">Marketing <span class="filter-link-count" dir="ltr">(18)</span></a> 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href="https://robertkugel.isg-one.com/topic/office-of-finance">Office of Finance <span class="filter-link-count" dir="ltr">(433)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/open-source-software">Open Source Software <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/open-world">Open World <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/openpages">OpenPages <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/openworld">OpenWorld <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/operational-data-platforms">operational data platforms <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/operational-intelligence">Operational Intelligence <span class="filter-link-count" dir="ltr">(11)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/operational-performance-management-opm">Operational Performance Management (OPM) <span class="filter-link-count" dir="ltr">(172)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/operations">Operations <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/operations-supply-chain">Operations & Supply Chain <span class="filter-link-count" dir="ltr">(33)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/oracle">Oracle <span class="filter-link-count" dir="ltr">(28)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/order-to-cash">Order-to-Cash <span class="filter-link-count" dir="ltr">(12)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/oversight-systems">Oversight Systems <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/paas">PaaS <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/payments">Payments <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/peoplesoft">PeopleSoft <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/performance">Performance <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/performance-management">Performance Management <span class="filter-link-count" dir="ltr">(54)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/perillon">Perillon <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/planmill">PlanMill <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/planning">Planning <span class="filter-link-count" dir="ltr">(84)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/planview">Planview <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/plex">Plex <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/portfolio-management">Portfolio Management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/predictive-analytics">Predictive Analytics <span class="filter-link-count" dir="ltr">(52)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/predictive-planning">Predictive Planning <span class="filter-link-count" dir="ltr">(33)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/price-and-revenue-management">Price and Revenue Management <span class="filter-link-count" dir="ltr">(34)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/price-optimization">Price Optimization <span class="filter-link-count" dir="ltr">(10)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/pricing-and-promotion-management">Pricing 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href="https://robertkugel.isg-one.com/topic/professional-services-automation">Professional Services Automation <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/profit-velocity">Profit Velocity <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/profitability">Profitability <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/profitability-management">profitability management <span class="filter-link-count" dir="ltr">(10)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/project-management">Project Management <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/project-planning">Project Planning <span 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src="/hs/hsstatic/content-cwv-embed/static-1.1293/embed.js"></script> <script src="https://robertkugel.isg-one.com/hs-fs/hub/2035844/hub_generated/template_assets/94278782902/1725882474552/Ventana_Research_2023/Ventana_Research_2023_child.min.js"></script> <script> var hsVars = hsVars || {}; hsVars['language'] = 'en-us'; </script> <script src="/hs/hsstatic/cos-i18n/static-1.53/bundles/project.js"></script> <script src="https://robertkugel.isg-one.com/hs-fs/hub/2035844/hub_generated/module_assets/90531062927/1702386872146/module_90531062927_Header-Global.min.js"></script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "ERP Can Help Transform Finance", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2016/09/25/erp-can-help-transform-finance", "datePublished": "25/09/2016", "dateModified": "25/09/2016", "articleBody": "Like many other industry observers I’ve heard overblown claims for information technology for decades. However, I’ve also observed that – eventually – reality catches up with vision. Finance and accounting departments are particularly resistant to change, yet because almost no corporations use adding machines or typewriters any more, it’s clear that transformative change can happen. Nonetheless, because users of business computing systems are inundated with “it’s better than ever” promotions by vendors, journalists and industry analysts, may have grown jaded and disbelieving. In the case of ERP systems that help run many organizations, that is too bad because we are finally at the point of a fundamental change in this business-critical software category. ERP systems themselves have been undergoing transformation, enabled by the growing availability of technologies that can address the shortcomings of established systems and an increasing appetite for multitenant, cloud-based ERP systems. As I noted in my research agenda for the Office of Finance, the demographic shift taking place in the ranks of senior executives and managers – from the baby-boom generation to those who grew up with computer technology – will create demand for more capable software. ERP systems are evolving to deliver a better user experience, greater flexibility and agility, as well as an optimized mobile experience and lower total cost of ownership. The transformation has already started for some vendors and to some degree. The pace of change will increase over the next two years as new releases become available. However, I don’t expect companies to buy a brand-new ERP system just to acquire next-generation features. Our Office of Finance benchmark research finds that on average companies replace their ERP systems only every 6.4 years, mainly because of the cost and difficulty of implementing the software. Moreover, many of these capabilities will be available under maintenance contracts for on-premises systems and incorporated automatically in upgrades of cloud-based systems. The new generation of ERP systems will be able to support a more effective approach to managing the functions I call continuous accounting that will benefit finance and accounting departments. By eliminating batch data processing and by supporting analytic as well as transactional operations in a unified system, the next generation of ERP systems will enable companies to provide executives and managers with immediate information, alerts and guidance. It will enable departments to spread workloads more evenly across months and quarters, rather than having to wait until the end of the period. In so doing, many companies will be able to accelerate their close, as I have discussed. Continuous accounting can contribute to providing a strategic focus for the finance organization – a change that organizations will welcome. In our research on finance innovation, nine out of 10 participants said that it’s important or very important for finance departments to take a strategic role in running their company. In many respects, today’s ERP systems are exactly what people don’t want any more. They are notoriously time-consuming and expensive to set up, maintain and modify. In our ERP research only 21 percent of larger companies said that implementing new capabilities in ERP systems is easy or very easy while one-third characterized it as difficult. For this and other reasons, the current generation of ERP software acts a barrier to innovation and improvement. To be sure, more than any other type of enterprise software, ERP systems are a challenge because of the complexities of business organizations. This isn’t going to change. I’ve spent decades examining all sorts of businesses from multiple perspectives – from strategic, high-level business models to footnotes in financial statements and the execution of specific manufacturing and financial processes. To the uninitiated, everything about business appears simple until they get into the details. Then, even when you strip out inessential elements, it’s still complicated. ERP is complicated because the underlying business requirements are complicated. For example, in any organization there are competing demands and priorities at work when an ERP system is set up. Although some aspects of ERP will always be complex and require experienced assistance to design and maintain, techniques for mass customization can make it easier to implement and change, thereby eliminating a significant portion of the cost of ownership. To be sure, software companies have tried to minimize deployment costs. For a couple of decades, ERP vendors have offered packages aimed at specific industries such as aerospace and pharmaceuticals. Those addressing midsize companies, which have tighter budgets than large ones, offer out-of-the-box configurations aimed at even more specific types of business, such as steel service centers, manufacturing job shops or brewers. For more generic businesses, today’s cloud-based ERP systems are one solution to the problem of costly updates and reconfiguration. However, this option still may not be attractive if an organization is in a business that has very specific customization requirements that more generic ERP systems cannot support well (for instance, process-manufacturing industries such as specialty chemicals manufacturing). One positive development in the ERP category is the increasing attention vendors have been paying to the user experience in the design of screens and workflows. The dull, cluttered and difficult-to-navigate interfaces that have been the norm up to now were the result of inexperience in design and constrained computing resources. The next generation of ERP systems is being designed with decades of experience and far more powerful computing platforms and tools than the current ones. In the 1930s, Raymond Loewy and others revolutionized the design of everyday objects, from soda fountains to locomotives and automobiles so that form and function combined to produce a better product. Today, it’s even more important to apply basic concepts of industrial design and ergonomics to creating user interfaces. This goes beyond making old code bases pretty. Largely because of tablets and mobile computing platforms, people now work with multiple types of interfaces and use a wider range of methods and gestures to interact with their devices. The next generation of ERP software must incorporate these advances and ensure that the screens and their flows are optimized for the device. The emerging generation of finance executives and ERP users won’t put up with the inconveniences and awkwardness that their predecessors reconciled themselves to. It’s also clear that ERP systems will be faster in the future, as redesigning the software’s underlying data structure and utilizing technology such as in-memory processing will eliminate nearly all batch routines. Faster systems enable shorter cycle times, which promote corporate agility because up-to-date information is available sooner. Another important change that is already under way is the ability to do analytics in real time or near real time on data held in an ERP system. The business intelligence (BI) software category was invented two decades ago to enable companies to get useful information from newly implemented ERP software. While BI addressed this shortcoming, it also added to the cost and complexity of a company’s IT operations. Another focus of new ERP systems will be collaboration. In-context collaboration provides an important set of capabilities that can improve performance. Rather than following a general broadcast model, social collaboration capabilities in ERP and other business applications understand that individuals belong to multiple groups. For example, people in a company typically have a general role (“I’m in Finance”) and one or more task-specific ones (“I’m the director of financial planning and analysis”). Some relationships are persistent while others begin and end with a project. Issues that arise may be open to all or confined to specific groups, subsets of groups or a private dialogue. Queries or comments may be general, specific or anywhere in between. Some conversations, especially in finance and tax departments, must be tightly controlled. Software that understands the context of the work performed and automates the process of managing the who, what and when of communications will support more effective collaboration, faster completion of tasks, greater situational awareness within the organization and as a result better decision-making. Over the past three years, ERP vendors have been introducing more in-context collaboration capabilities in their software. Mobile enablement is already an important capability of some ERP systems. However, it’s important that ERP vendors focus on those elements where mobility is important and optimize the user experience for the task and platform. Unlike CRM and sales force automation systems, where sales and service information must be accessible anytime and anywhere, mobility’s importance in ERP depends on who uses it and why. Certain tasks such as data entry are not well suited to mobile devices, while routine reviews and approvals are. These must be simple to configure and deploy as well as use. More generally I am convinced that the worst aspect of today’s ERP systems is that they inhibit change in corporations. The lack of adaptability in these systems has infused a “set it and forget it” mindset that inhibits companies from making necessary changes in processes and stifles innovation. The inability to make changes easily to an ERP system inhibits improvements in corporate functions that run on ERP. This is ironic, since one of the factors driving corporations to buy the first ERP systems in the 1990s was their desire to do business process re-engineering, a business strategy of the time. More useful is developing a culture of continuous process improvement, one of the pillars of continuous accounting, in the finance organization. Making ERP more easily configurable by business users supports continuous process improvement efforts. As the business software market, including ERP, increasingly moves to the cloud, a major challenge facing software vendors is designing their applications for maximum configurability. By this I don’t mean offering the ability to select modules from a menu, but enabling only moderately trained line-of-business users to make granular adjustments to process flow and data structures in a multitenant setting. This lack of flexibility is an important barrier inhibiting adoption of cloud-based ERP. Although user organizations that are more able to adapt to an as-is version of an ERP system are more likely to take the cloud-based option, this covers only some of the potential market. The cloud ERP vendors that offer greater flexibility in allowing individual customers to modify their implementation to suit their specific needs will have a competitive advantage. Multitenant cloud ERP vendors already have had to pay attention to configurability, and on-premises ERP vendors also would benefit from enhancing the configurability of their systems. Today’s corporations have been willing to put up with the deficiencies in their ERP systems because everyone was in the same boat. That won’t be the case much longer. The cost and complexity of ERP systems has meant that IT departments, not business users, have had the fullest involvement in managing them. This, too, will change. Business users and finance departments in particular will need to be involved in periodic assessments of how well their ERP system supports their responsibilities and objectives. Finance executives in particular should begin this process now by understanding how the application of new technologies can drive fundamental changes in the way they manage their department. Vendors that offer ERP systems that are much easier to configure, use and update, support in-context collaboration and mobility and provide timely, reliable analysis and reporting will survive. Those that excel in these areas will win market share. Regards, Robert Kugel Senior Vice President Research Follow Me on Twitter @rdkugelVR and Connect with me on LinkedIn.", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-9.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "ISG Software Research", "url": "https://robertkugel.isg-one.com/author/isg-software-research", "sameAs": "https://www.linkedin.com/company/ventana-research" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "Cryptic Data: Challenges and Rewards in Finding and Using It", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2016/02/19/cryptic-data-challenges-and-rewards-in-finding-and-using-it", "datePublished": "18/02/2016", "dateModified": "18/02/2016", "articleBody": "Using information technology to make data useful is as old as the Information Age. The difference today is that the volume and variety of available data has grown enormously. Big data gets almost all of the attention, but there’s also cryptic data. Both are difficult to harness using basic tools and require new technology to help organizations glean actionable information from the large and chaotic mass of data. “Big data” refers to extremely large data sets that may be analyzed computationally to reveal patterns, trends and associations, especially those related to human behavior and interaction. The challenges in dealing with big data include having the computational power that can scale to the processing requirements for the volumes involved; analytical tools to work with the large data sets; and governance necessary to manage the large data sets to ensure that the results of the analysis are accurate and meaningful. But that’s not all organizations have to deal with now. I’ve coined the term “cryptic data” to focus on a different, less well known sort of data challenge that many companies and individuals face. Cryptic data sets aren’t easy to find or aren’t easily accessed by people who could make use of them. Why “cryptic?” As a scuba diver, I donate time to Reef Check by doing scientific species counts in and around Monterey Bay, Calif. Cryptic organisms are ones that hide out deep in the cracks and crevices of our rocky reefs. Finding and counting them accurately is time-consuming and requires skill. Similarly, it’s difficult to locate, access and collect cryptic data routinely. Because it’s difficult to locate or access routinely, those who have it can gain a competitive advantage over those who don’t. The main reason cryptic data is largely untapped is cost vs. benefits: The time, effort, money and other resources required to manually retrieve it and get it into usable form may be greater than the value of having that information. By automating the process of routinely collecting information and transforming it into a usable form and format, technology can expand the range of data available by lowering the cost side of the equation. So far, most tools, such as Web crawlers, have been designed to be used by IT professionals. Data integration software, also mainly used by IT departments, helps transform the data collected into a form and format where it can be used by analysts to create mashups or build data tables for analysis to support operational processes. Data integration tools mainly work with internal, structured data and a majority have little or no capability to support data acquisition in the Web. Tools designed for IT professionals are a constraint in making better use of cryptic data because business users are subject matter experts. They have a better idea of the information they need and are in a better position to understand the subtleties and ambiguities in the information they collect. To address this constraint, Web scraping tools (what I call “data drones”) have appeared that are designed for business users. They use a more visual user interface design and hide some of the complexity inherent in the process. They can automate the process of collecting cryptic data and expand the scope and depth of data used for analysis, alerting and decision support. Cryptic data can be valuable because when collected, aggregated and analyzed, it provides companies and individuals with information and insight that were unavailable. This is particularly true of data sets gathered over time from a source or combination of sources that can reveal trends and relationships that otherwise would be difficult to spot. Cryptic data can exist within a company’s firewall (typically held in desktop spreadsheets or other files maintained by an individual as well as in “dark” operational data sets), but usually it is somewhere in the Internet cloud. For example, it may be Industry data collected by some group that is only available to members A composite list of products from gathered from competitors’ websites Data contained in footnotes in financial filings that are not collected in tabular form by data aggregators Tables of related data assembled through repetitive queries of a free or paid data source (such as patents, real estate ownership or uniform commercial code filings). Along these lines, our next-generation finance analytics benchmark research shows that companies have limited access to information about markets, industries and- economies.Only 14 percent of participants said they have access all the external data they need. Most (63%) said they can access only some of it, and another 14 percent said they can’t access any such data. In the past, this lack of access was even more common, but the Internet changed that. And this type of external data is worth going after, as it can help organizations build better models, perform deeper analysis or do better in assessing performance, forecasting or gauging threats and opportunities. Cryptic data poses a different set of challenges than big data. Making big data usable requires the ability to manage large volumes of data. This includes processing large volumes, transforming data sets into usable forms, filtering extraneous data and code data for relevance or reliability, to name some of more common tasks. To be useful big data also requires powerful analytic tools that handle masses of structured and unstructured data and the talent to understand it. By contrast, the challenge of cryptic data lies in identifying and locating useful sources of information and having the ability to collect it efficiently. Both pose difficulties. Whereas making big data useful requires boiling the ocean of data, cryptic data involves collecting samples from widely distributed ponds of data. In the case of cryptic data, automating data collection makes it feasible to assemble a mosaic of data points that improves situational awareness. Big data typically uses data scientists to tease out meaning from the masses of data (although analytics software vendors have been working on making this process simpler for business users). Cryptic data analysis is built on individual experience and insight. Often, the starting point is a straightforward hypothesis or a question in the mind of a business user. It can stem from the need to periodically access the same pools of data to better understand the current state of markets, competitors, suppliers or customers. Subject matter expertise, an analytical mind and a researcher’s experience are necessary starting capabilities for those analyzing cryptic data. These skills facilitate knowing what data to look for, how to look for it and where to look for it. Although these qualities are essential, they not sufficient. Automating the process of retrieving data from sources in a reliable fashion is a must because, as noted above, the time and expense required to acquire the data manually are greater than its value to the individual or organization. Almost from the dawn of the Internet, Web robots (or crawlers) have been used to automate the collection of information from Web pages. Search engines, for example, use them to index Internet pages while spammers use them to collect email addresses. These robots are designed and managed by information technology professionals. Automating the process of collecting cryptic data requires software that business people can use. To make accessing cryptic data feasible, they need “data drones” that can be programmed by users with limited training to fetch information from specific Web pages. Tools available from Astera ReportMiner, Connotate, Datawatch, import.io, Kofax Kapow and Mozenda are great examples on where you can get started for leveraging cryptic data. I recommend that everyone who has to routinely collect information from Internet sites or from internal data stores that are hard to access or who thinks that they could benefit from using cryptic data investigate tools available for collecting it. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_ng_finance_analytics_17_accessibility_of_external_data-1.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "Robert Kugel", "url": "https://robertkugel.isg-one.com/author/robert-kugel", "sameAs": "https://www.linkedin.com/in/robertkugel" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "The Office of Finance in 2016", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2016/02/14/the-office-of-finance-in-2016", "datePublished": "14/02/2016", "dateModified": "14/02/2016", "articleBody": "The imperative to transform the finance department to function in a more strategic, forward-looking and action-oriented fashion has been a consistent theme of practitioners, consultants and business journalists for two decades. In all that time, however, most finance and accounting departments have not changed much. In our benchmark research on the Office of Finance, nine out of 10 participants said that it’s important or very important for finance departments totake a strategic role in running their company. The research also shows a significant gap between this objective and how well most departments perform. A large majority (83%) said they perform the core finance functions of accounting, fiscal control, transaction management, financial reporting and internal auditing, but only 41 percent said they play an active role in their company’s management. Even fewer (25%) have implemented a high degree of automation in their core finance functions and actively promote process and analytical excellence. Despite these findings, we believe that today finance transformation is both necessary and achievable. Practical, affordable technology is available to enhance productivity in order to de-emphasize the department’s “bean counting” role and promote its ability to enhance the performance of the entire corporation. Technology enables Finance to be more proactive and more strategic in providing analyses and methods that enhance its capabilities and improve the performance of the entire corporation. Of course, technology by itself will not transform a finance organization, but most of the longstanding issues that it must address to improve performance can be fixed using information technology to address interrelated people, process and data issues in a comprehensive fashion. Our Office of Finance research agenda for 2016 emphasizes three broad technology-related themes serving the goal of finance transformation: Applying a continuous accounting approach to promote greater departmental efficiency and effectiveness Adopting technology that promotes action-oriented continuous planning, using rapid, short planning cycles to promote agility, coordination and accountability Using software and other information technologies to achieve continuous optimization to promote ongoing organizational alignment across departments and business units. Continuous Accounting We introduced the term “continuous accounting” last year to identify the three areas where our research consistently finds tactical roadblocks to achieving a more strategic finance organization. By focusing on these three areas, finance executives can achieve steady gains in effectiveness. The first area concerns how the organization uses technology and manages information. To enhance effectiveness, finance departments must use software to automate all mechanical, repetitive accounting processes in a continuous, end-to-end fashion. Automation improves efficiency by eliminating the need to have people perform repetitive tasks. For example, we find that most (71%) companies that automate substantially all of their financial close complete it within six business days of the end of the quarter, compared to 43 percent that automate some of the process and just 23 percent that have automated little or none of it. Using software enables the department to manage the flow of data through its processes in a continuous, end-to-end fashion. This ensures data integrity, which in turn eliminates the need for checks and reconciliations that can consume time that could be spent more productively. Data integrity is undermined every time data is re-entered manually or when a spreadsheet is used in a process: for example, when data from one system is manually transferred to another; when the same information is entered twice in two different systems; or when a spreadsheet is used to perform an allocation or a set of calculations. The second aspect of continuous accounting involves optimizing scheduling of tasks. Continuous accounting incorporates a process management approach that, wherever possible, distributes workloads continuously to flatten spikes of activities, whether in the month, quarter, half-year or year. This approach eliminates bottlenecks and optimizes when tasks are executed. It reduces stress on the department and can eliminate the need for temporary help and its associated expense. Much of the traditional accounting cycle and related departmental practices are artifacts of paper-based bookkeeping systems. These methods dictated the need to wait until the end the month, quarter or year to take accountants off line to perform aggregations, allocations, checks and reconciliations; that rhythm represented the best trade-off of efficiency and control in such antiquated approaches. Today’s systems offer far more flexibility that enables departments to spread workloads more evenly over time and complete them more expeditiously. The third aspect of continuous accounting is the need to instill continuous improvement in the departmental culture. This steps counters tendency of any organization – but especially finance – to embrace a “we’ve always done it this way” mindset that resists needed change. Continuous improvement acts as a mission statement that sets increasingly rigorous objectives. To achieve those objectives it’s necessary to have regular reviews of performance toward those objectives and make addressing shortcomings a priority. For departmental executives, communicating the need for continuous improvement is an essential element to achieving finance transformation. Used as an organizing principle for the department, continuous accounting frees up time and therefore the resources needed to implement changes that result in performance improvements in a sustained and steady fashion. Adopting a continuous accounting approach enables CFOs and finance executives to reduce the amount of time spent “fighting fires,” many of which are the result of not using capable technology. The Transformation of ERP In most companies, ERP systems are the backbone of the accounting function, and this software category will continue to be an important focus of our research in 2016. The ERP software market is set to undergo a significant transformation over the next five years. At the heart of this transformation is the decade-long evolution of a set of technologies that enable a major shift in the design of these systems – and it amounts to the most significant change since the introduction of client/server technology in the 1990s. Vendors are seizing on technologies such as in-memory computing, improving the user interface and user experience, adding more in-context collaboration and extending the use of mobility to differentiate their applications from rivals. Those with software-as-a-service (SaaS) subscription offerings are investing to make their software suitable for a broader variety of users in multitenant clouds. These and other topics will be addressed in the results of our next-generation ERP benchmark research, which we will release in 2016. We’ll also continue to look at the application of financial performance management (FPM) to improve results. Ventana Research defines FPM as the process of addressing the often overlapping issues that affect how well finance organizations support the activities and strategic objectives of their companies and manage their own operations. FPM deals with the full cycle of the finance department’s functions, including corporate and strategic finance, planning, budgeting, forecasting, analysis, closing reporting and statutory filing. In each of these areas, using inappropriate technology has a negative impact on how well a company performs. We will continue to highlight the importance of improving the creation and use of analytics. For example, our Office of Finance research finds that on average, companies that are heavy users of spreadsheets in their closing process take longer to close their books than those that limit them or don’t use them at all. Elsewhere, our next-generation finance analytics research finds a high degree of dissatisfaction with finance analytics in the company: 58 percent said that significant or major changes are necessary while just 7 percent stated no improvements are necessary. The research also shows that heavy use of spreadsheets for all forms of analysis is at the heart of this dissatisfaction. In 2016 also we’ll publish the next installment of our Financial Performance Management Value Index, which assesses vendors and products in this software market. Financial Performance Management As noted above, we recommend that finance organizations that want to play a more strategic role in the management of their corporation should adopt a continuous planning methodology for their financial planning and analysis function. A continuous planning approach uses frequent, short planning cycles to promote agility, coordination and accountability in operations. It includes establishing an ongoing dialogue among finance and line-of-business managers and executives to track current conditions as well as changes in objectives and priorities driven by markets and the business climate. To manage planning in such a comprehensive way requires dedicated software that enables members of the FP&A organization to focus more of their time on analysis and modeling. Technology also enhances the quality of plans, forecasts and budgets. In particular, in-memory computing makes it feasible to rapidly process computation of even complex models with large data sets. Consequently, it can expand the range of planning, budgeting, forecasting and reviewing performed in rapid cycles. It enables organizations to run more simulations to understand trade-offs and the consequences of specific events, as well as change the focus of reviews from what just happened to what to do next. For these reasons, in-memory computing also may encourage more companies to replace spreadsheets (which have practical limits to the size, complexity and adaptability of the models that are created in them) with dedicated planning applications that can harness the power of in-memory processing. Sales and Operations Planning for Finance Companies that deal in physical goods that are manufactured or sourced and then sold direct or into distribution channels often benefit from using sales and operations planning (S&OP). The process of orchestrating the flow of parts and materials through the production process to meet expected customer demand involves many functional units, each of which make plans, as well as the finance organization, which assesses the financial impact. Sales and operations planning is a discipline aimed at aligning and optimizing the plans of several business units. There are sales plans, product plans, demand plans and supply chain plans. Within a corporation, the performance of each of the functional units that produce these plans is assessed using different, often conflicting metrics. Information technology enables corporations to manage their inventories more skillfully and minimize their working capital investment while maximizing their ability to fulfill demand. S&OP is designed to align a company strategically so that it can execute tactically in more effective fashion. The ultimate goal is to determine how best to manage company resources, especially inventory and cash, to be able to profitably satisfy customer demand with the lowest incidence of stock-outs. The output of an S&OP group is a SKU-level demand forecast that is used to create a detailed inventory plan. This quantitative plan is a major driver of a process that guides the purchasing an optimal amount of inventory (the one that best balances desired fulfillment rates while minimizing the investment in inventory) from the best set of suppliers (balancing a range of considerations including goods availability, pricing, discounts, economic order quantities and supply chain constraints). To enhance their strategic value, the financial planning and analysis group should play an integral role in the sales and operations planning process. Advanced Analytics We also will monitor the ongoing development of advanced analytics for business users. Using technology to make better use of data through advanced analytics can provide companies with breakthrough results. Often that’s because using capable information technology can provide insights and visibility that are unavailable by eyeballing data or using spreadsheets. Advanced techniques such as predictive analytics provide companies with more nuanced forecasts as well as the ability to spot deviations from expected results and thus address problems or seize opportunities sooner. For example, price and revenue optimization is rapidly developing applied analytic techniques that enable businesses to achieve higher profitability, increased sales or some combination. Software that helps manage pricing and profitability is spreading from hospitality, transportation, retailing to consumer financial services and other areas, especially business-to-business verticals. Used properly, this type of software enables a company to tailor its control of individual decisions regarding pricing, discounts and other terms to achieve the results best suited to its strategy. It can continuously make adjustments consistent with longer-term objectives in response to market conditions. Price and revenue optimization is impossible to achieve without using software and analytics that can deal with the huge volumes of today’s data. Tools for Promoting Productivity and Effectiveness There are a range of specialized software tools also can promote a more effective finance function, and executives must focus on acquiring and using those that enable the department to take a more active role in improving performance in the company’s operations. Finance has the necessary analytical talent and is positioned to be a neutral party in balancing the requirements of different functional groups or where issues cross business units or geographic boundaries. The Office of Finance practice will continue to focus on software categories that can improve corporate efficiency, increase visibility and enhance agility. Our main objective is to enable finance organizations to be more effective by eliminating the root causes of time-wasting, low-value activities. For example, more companies are adopting a subscription or recurring revenue business model. This model isn’t always handled well by ERP systems, especially if a company is selling something more complex than simple subscriptions. These companies need to automate their quote-to-cash process from end to end, with the objective of controlling the flow of data, from configuring, quoting and pricing all the way to billing. Using this type of automation to ensure data quality enables companies to achieve two usually conflicting goals: substantially reducing finance and accounting department workloads while still allowing sales and marketing to offer customers flexibility in how they buy their services or products. Expense management is another classic time-waster poorly executed in most companies. Automation not only can save the finance department time, it also can reduce the “administrivia” workload for employees who have to submit expense reports. The cost of these expense management systems is typically less than one full-time equivalent employee, but it can save a multiple of that amount of time. Managing Taxes More Intelligently Taxes are one of the biggest expenses corporations face. There are two basic types of taxes: direct or income taxes and indirect taxes, which include sales and use tax and value taxes. Managing direct tax provision and analysis is still in the dark ages in most companies. We recommend to corporations that operate in multiple countries and that have even a moderately complex legal entity structure that they consider tax provision software that is supported by what we call a tax data warehouse of record. Taxes operate in a parallel universe from business management. Our research confirms that most companies use spreadsheets to manage their tax provision and analysis: Half (52%) rely solely on spreadsheets, and another 38 percent mainly use them. Several issues arise in using spreadsheets in the tax function: They are time-consuming, provide limited visibility to senior executives and pose unnecessary risks through errors. International companies are facing increasing scrutiny of their tax positions and can benefit from using dedicated software to manage their direct taxes more intelligently. Among the indirect taxes, in the United States, sales taxes are notoriously complex to administer. We recommend that any company with 100 or more employees doing business in more than a handful of states adopt a sales tax service for the same reason that they use a payroll service: It’s not worth the time, hassle and potential liability to do it in house. The Impact of Changes to Accounting Rules The Office of Finance practice at Ventana invests a great deal of time in researching software applications and related information technology. Uniquely, though, we also read accounting bulletins. The world of accounting is undergoing a substantial change now and over the next three years as a result of the adoption of accounting rule changes for revenue recognition and, to a lesser extent, lease accounting. The impact of revenue recognition changes will be profound because it is built on a fundamentally different conceptual framework than classical accounting. The upshot of this framework is that systems must account for revenues and expenses in a parallel fashion rather than in a balancing one. This type of approach would have been extremely problematic in paper-based systems. It’s feasible only because of the nearly universal use of computer-based accounting systems. Almost all ERP vendors are gearing up to support the new accounting rules, but it’s important for companies to plan ahead to make the transition as smooth as possible. And it’s important to be sure that sales contracts and documentation are designed to make accounting for them as efficient as possible. Technology’s Role in the Office of Finance One major reason for investing in technology is to help senior executives achieve better results by supporting more effective business management techniques. For example, our benchmark research on long-range planning demonstrates that better management of technology and information can improve alignment between strategy and execution. And when it comes to cloud computing, far from simply being a technology concern, cloud computing enables corporations to cut costs and gain access to more sophisticated technology than they could feasibly support in an on-premises deployment. Using technology can boost performance. The improper use of spreadsheets as seen in our research continues be an unseen killer of corporate productivity because these tools have inherent defects that significantly reduce users’ efficiency. Relying on spreadsheets makes it impossible to find the time to improve performance. Increasingly companies have inexpensive options that are easier to use and enable more advanced, reliable modeling, analysis and reporting. Information technology is an essential element of business management and promotes a discipline of continuous optimization, a term we use to emphasize the importance of achieving better alignment of organizations to a company’s strategy. Yet many senior executives and managers have too narrow and too limited an understanding of IT’s full potential, much as those managing corporate information technology usually don’t appreciate business issues and how IT can address them. The business/IT divide is a barrier that prevents many companies from achieving their performance potential. The divide need not exist. Business executives don’t have to be able to write Java code or master the intricacies of an ERP or sales compensation application. However, they should master the basics of IT just as they must understand the fundamentals of corporate finance, the production process and – at least at a high level – the technologies that support that process. Our research practice addresses the significant business issues where technology plays an important role in addressing those issues. Because business is dynamic, optimization must be continuous to adapt to changes in markets, the competitive landscape and customer demands. Continuous optimization requires companies to operate in faster cycles and have real-time visibility to improve responsiveness and agility. Information technology can remove the barriers that prevent them from achieving more optimal results. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "Robert Kugel", "url": "https://robertkugel.isg-one.com/author/robert-kugel", "sameAs": "https://www.linkedin.com/in/robertkugel" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "Evolving to the Next Generation of ERP Systems", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2015/11/29/evolving-to-the-next-generation-of-erp-systems", "datePublished": "29/11/2015", "dateModified": "29/11/2015", "articleBody": "The enterprise resource planning (ERP) system is a pillar of nearly every company’s record-keeping and management of business processes. It is essential to the smooth functioning of the accounting and finance functions. In manufacturing and distribution, ERP also can help plan and manage inventory and logistics. Some companies use it to handle human resources functions such as tracking employees, payroll and related costs. Yet despite their ubiquity, ERP systems have evolved little since their introduction a quarter of a century ago. The technologies shaping their design, functions and features had been largely unchanged. As a measure of this stability, our Office of Finance benchmark research found that in 2014 companies on average were keeping their ERP systems one year longer than they had in 2005. Recently, however, we have seen signs of change. The evolutionary pace of technologies that shape the design of ERP systems has been accelerating over the last couple of years. In addition to the cloud there are in-memory computing; analytics and planning integrated into transaction processing systems; mobility; in-context collaboration; and more intuitive user interface design. While ERP vendors generally acknowledge these innovative technologies, our research and conversations with ERP software users indicates that they are just beginning to make their way into product design and thus far have had little impact on the market. Then there’s the buzz about “consumerized” ERP and other business applications – fresher designs that look and interact with the user like consumer software such as mobile apps on smartphones. Established screen layouts and process designs often are legacies of technology limitations that no longer exist. In addition, increasing numbers of users don’t want or need to interact with their business applications through desktop or laptop computers. Support for mobile devices has become common, but gestures and other new user interface conventions that expand and improve the ways in which users can interact with their system on other devices such as laptops are a likely future capability, especially as touch screens become common on all devices. Voice interaction, a potentially powerful advance, is still in its infancy. Notifications and approvals increasingly will be accessible from wearable devices and mobile technology watches. Since all business is collaborative, we expect in-context collaboration capabilities to evolve rapidly to improve productivity in every business function, enabling greater responsiveness to customers and speeding the completion of core processes. Despite the growing popularity of cloud-based systems, the issue of where ERP systems should reside is not settled. The cloud is likely to account for a substantial portion of the market. But it’s useful to remember that even though our research shows that resistance to cloud-based ERP is ebbing and that cloud ERP vendors’ sales have been growing faster than on-premises vendors, the cloud still has a small share of the installed base. A significant challenge for vendors of multitenant software as a service (SaaS) is that the key benefit is also a constraint. Because buyers configure the features and capabilities rather than customizing the core code base, implementations can be faster and less expensive. In issuing new releases or modifications to the software, the vendor makes those changes to the code that everyone is running, either immediately or after a grace period. This requires far less work for the customer than having in-house IT personnel update on-premises versions and patches. The constraint, however, is that the software cannot be customized. As I’ve noted, the primary barrier to making ERP software more configurable is the inherent complexity of the business processes the systems manage. ERP systems must be able to handle the specific needs of users, which can differ considerably from one industry to another and even between specific micro-verticals that might span multiple business units in a range of industries, locations and jurisdictions. If the software cannot be configured to meet the customer’s feature, functionality and process requirements, and if the customer cannot adapt its operations to these limitations, a cloud-based product isn’t a feasible solution. Many manufacturing and product-centric businesses have found it difficult because their requirements are often too specific and diverse. Unlike with on-premises software, there is no option to customize multitenant SaaS offerings to the needs of a single customer unless the vendor is willing to make the necessary changes to the core code base and the timing of those changes is acceptable to the customer. Some new supporting technologies will enhance the business value of ERP applications as companies adapt their business processes to take advantage of new capabilities. For instance, in-memory computing platforms and big data likely will change how organizations – especially in finance and accounting – work with computers. Processes can be executed faster, and transaction processing systems can include analytic capabilities. Increasingly, ERP vendors will incorporate performance measurement and monitoring as well as building optimization functionality into business processes. In-memory processing promises a much more interactive experience while big data management will underpin the sophisticated use of analytics to develop actionable insights, alerts and performance measurement from the masses of data accumulating in ERP systems. Mobile technologies, ubiquitous among the new generation in the form of smartphones and tablets, will drive demand for the availability of on-the-fly analytics and dynamic planning to enhance forward visibility and deepen situational awareness to guide transaction processes. Similarly, the emerging Internet of Things (the network of physical objects embedded with electronics, software, sensors and connectivity to enable objects to exchange data with other connected devices) extends the possibilities for expanding the ERP system’s capabilities in automating the handling of physical assets and the associated record-keeping, analysis and process management. It’s not just technology. Users of ERP systems are changing, and this is shaping ERP system design. Fresher screen designs and reduced screen clutter are some of the initial improvements. The demographic shift taking place in the ranks of senior executives and managers, from the baby boom generation to those who grew up with computer technology, is creating demand for software that is both more capable and more usable. Soon, to be competitive, ERP systems will have to deliver three major improvements: lower total cost of ownership, a better user experience and greater flexibility and agility. Despite these growing demands concerning how it works, though, buyers’ expectations for what ERP software should do haven’t changed much so far. But change almost certainly will accelerate over the next five years. Companies’ selection processes are driven largely by their experience with the last generation of products and the pain points they experienced. They view these systems as notoriously time-consuming and expensive to set up, maintain and modify. Indeed, in our ERP research only 21 percent of larger companies said that implementing new capabilities in ERP systems is easy or very easy while one-third characterized it as difficult. Unlike in the shift from mainframe financial and manufacturing management applications to client/server ERP, this time the larger incumbents will be less vulnerable to disruption. One important reason is that their large maintenance revenue streams provide greater development firepower compared to upstarts. Nonetheless, all vendors will be challenged in the market if they fail to evolve to meet the expectations of a new generation of executives and users. Smaller ERP vendors, whether mainly on-premises or cloud-based, will need to invest in enhancing their software at a faster pace than has been necessary over the past decade. The ERP software market is poised for the first significant transformation since the 1990s and is the rationale for our new benchmark research we will conduct on this topic. A combination of new technologies and changing user demands will drive changes in system design. The result will be systems that are easier to use and easier to modify to suit the needs of customers. A new generation of users will demand software that makes doing their jobs easier, supports their ability to collaborate and work with the system anytime, anywhere. Change is coming slowly, but the landscape of ERP a decade from now will be very different. Regards, Robert Kugel SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-7.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "Robert Kugel", "url": "https://robertkugel.isg-one.com/author/robert-kugel", "sameAs": "https://www.linkedin.com/in/robertkugel" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "Optimization Analytics Comes to the Mass Market", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2015/08/13/optimization-analytics-comes-to-the-mass-market", "datePublished": "13/08/2015", "dateModified": "13/08/2015", "articleBody": "Optimization is the application of algorithms to sets of data to guide executives and managers in making the best decisions. It’s a trending topic because using optimization technologies and techniques to better manage a variety of day-to-day business issues is becoming easier. I expect optimization, once the preserve of data scientists and operations research specialists will become mainstream in general purpose business analytics over the next five years. Optimization was first adopted by businesses in the middle of the 20th century, aided by the introduction of digital computers. The first technique that gained broad for a few specific purposes was linear programming, one of the most basic optimization methods. Linear programming enables analysts to quickly determine how to achieve the best outcome (such as maximum unit volume or lowest cost) in a given situation. They do so using a mathematical model that captures the key variables that go into the decision and any constraints that may affect that decision. A food processor, for instance, may use three types of cooking oil to make a product. To maximize its profit, the company needs to determine the exact proportions of the three oils that result in the lowest production cost. However, it can’t just choose the cheapest of the three in every case because for flavor and shelf-life requirements there’s a limit to the maximum percentage of each oil that it can use. Linear programming using the simplex algorithm quickly solves the problem. As computing capabilities became increasingly affordable, companies could use more complex algorithms to handle ever more difficult optimization problems. For instance, the airline industry used it to determine how best to route aircraft between two cities and to staff flight crews. Not only can software find the best solution for scheduling these assets in advance, it also can rapidly re-optimize the solution when weather or mechanical issues force a change in how aircraft and crews are deployed. Airlines were also in the vanguard in the 1980s when they started using revenue management techniques. In this case, the optimization process was designed to enable established airlines to compete against low-cost startups. Revenue management enabled the large carriers to offer low fares to price-sensitive but flexible vacationers without sacrificing the higher fares that the less flexible businesspeople were willing to spend. The same approach was adopted by hotels in pricing their rooms. Starting in the 1990s markdown management software, which I have written about gained ground. It enables retailers to make more intelligent pricing decisions by monitoring the velocity of purchases of specific items and adjusting prices to maximize revenue. To be feasible, each of these optimization problems require large data sets and sufficient raw computing power. We’re now on the cusp of “democratizing” what I call optimization analytics. Big data technologies are making it feasible and affordable for even midsize companies to work with much larger data sets than they have been able to in the past. Our benchmark research on big data analytics finds that about half of participating companies already use analytics with big data. This is partly the result of more powerful and affordable data processing resources but also because companies have invested in systems to automate many functions. The rich data sets created by these business applications provide corporations with the raw material for analysis. This data has the potential to enable businesses to make more intelligent decisions. From a practical standpoint, though, the value of these large data sets can only be realized by moving optimization analytics out of the exclusive realm of data scientists and into the hands of business analysts. These analysts are the ones who have a sufficient understanding of the business and the subtleties of the data to find useful and repeatable optimization opportunities. Three-fourths of companies in our research said that they need these business skills (“domain expertise”) to use big data analytics successfully. Optimization analytics is a breakthrough technology with the potential to improve business performance and create a competitive advantage. You can’t do optimization in your head, and it’s not feasible in desktop spreadsheets for anything but the most basic use cases, such as linear programming optimizations on relatively small data sets. This is a good reason for almost any company to consider adopting optimization software. Another reason why companies will find it attractive to apply optimization analytics broadly is that the results of applying optimization routines may be superior to using common rules of thumb or relying on instinct and experience. One of the most important lessons for executives about optimization analytics is that optimal solutions are sometimes (but – crucially – not always) counterintuitive to established norms. For instance, in markdown management, retailers often have found that smaller, more frequent price reductions maximize profits and produce a considerable improvement in sales over the end-of-the-season price slashing that was once considered to be the best practice. In financial services, charging your best customers more for loans and other services turns out to be the optimal choice for the bottom line of financial institutions. Another important insight from our collective experience with optimization is that while the value of these analytics as realized in a single event or transaction may be small, it can have a measurable impact on profitability and competitiveness when applied broadly in a business. At this point optimization analytics is in a dual mode. On the one hand, there are proven examples of the narrow application of optimization such as those mentioned above. On the other, bringing optimization analytics to the masses is only beginning. Some vendors have made progress in simplifying their analytics, but mainstream products are only on the horizon. It’s also important to recognize that, as with past breakthroughs in information technology, there are bound to be more duds than success stories in initial attempts at using optimization analytics. Experience suggests that a small number of companies that have strong analytical skills and a rigorous approach to managing company data will prove to be the leaders in finding profitable opportunities for applying optimization technologies and techniques. Others will do well to find these examples and consider how to apply them to their own organizations. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_big_data_analytics_01_use_of_big_data_analytics-1.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "ISG Software Research", "url": "https://robertkugel.isg-one.com/author/isg-software-research", "sameAs": "https://www.linkedin.com/company/ventana-research" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "Infor Makes User Experience A Reason for New Business Applications", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2015/05/08/infor-makes-user-experience-a-reason-for-new-business-applications", "datePublished": "08/05/2015", "dateModified": "08/05/2015", "articleBody": "Recently, Infor held its second innovation conference with industry analysts at its New York City headquarters. Infor’s products include the major categories of ERP, human capital management and financial performance management applications. Behind the marketing aspects of its use of “innovation” is a business strategy for retaining existing customers, migrating a sizable percentage of those customers to the cloud and gaining new customers. (Because of the relative size of the installed base, renewals and migrating customers to the cloud are likely to be more important to Infor’s future revenues than adding new customers.) I think it’s useful to assess the content of the event in the context of the company’s business strategy. To echo what I wrote last year, the company’s aim is to accelerate revenue growth by offering companies a lower and more predictable cost of ownership than its rivals in the business software market as well as innovation that improves productivity and organizational effectiveness. Infor is trying to innovate by focusing on improving the user experience and lowering its customers’ costs through its software design and architecture. One of the most important aspects of Infor’s approach to innovation is rethinking how users work with its software by simplifying and streamlining user interfaces, adding collaboration–in-context capabilities and providing a modern user experience (UX) akin to what people have grown accustomed to in their personal software. After two decades of development, the bulk of the core features and functions of most business software, especially ERP, have become commodities, which is why UX is increasingly important in vendor selection. Infor adopted its current strategy because the software markets it serves are mature and offer limited growth using the traditional on-premises, perpetual licensing model. Our benchmark research finds that companies are keeping their ERP systems longer than they did a decade ago – on average 6.4 years vs. 5.1 years. Migrating existing customers to cloud services will enable Infor to increase annual revenues from them. It can charge more than it currently bills for maintenance and still offer existing customers an all-in cost that is at or below their total cost of ownership for the on-premises software. A software-as-a-service (SaaS) approach eliminates the need for customers to operate and maintain the software, and it minimizes the need for third-party consultants and systems integrators to set up, update and modify the application. A significant portion of Infor’s installed base is entities in verticals such as higher education and government that traditionally have underinvested in IT equipment and staff. They are likely to find a SaaS offering an attractive option because of improved performance and even responsiveness to user issues. Infor also will benefit if its SaaS customers buy additional capabilities, adding “edge” application services such as expense management or planning. Meanwhile, almost everything that Infor – or for that matter any vendor – does to make its software an attractive option for a multitenant environment has the potential to lower the cost of ownership for an on-premises customer. For example, eliminating the need for customization is a prerequisite for any multitenant SaaS offering, but it also reduces the cost of buying and maintaining software that will be deployed on-premises or in a private cloud. Infor’s ION architecture simplifies application and data integration for cloud and on-premises customers. To achieve superior cost-effectiveness for all customers and make it suitable for use in a multitenant cloud environment, Infor has redesigned its software to be more configurable and reduce the expense of integrating and customizing it. One component of this is building in richer functionality for narrowly segmented micro-verticals so that buyers do not have to pay a consultant to create customizations to provide these necessary capabilities. To lower the total cost of ownership, it has been building multitenant cloud versions of its software (currently there are 33 business-specific offerings) and 15 CloudSuites that automate industry-specific core processes from end to end. Another contributing factor to a lower cost of ownership is Infor’s use of less expensive open source infrastructure and third-party commodity services, which provides savings that can be passed on to the customer. Innovation in general and a focus on the user experience are essential to the success of Infor’s strategy because they improve the company’s ability to sustain high customer renewal rates and provide a differentiated offering that can enable it to gain market share in adding net new customers. Of course, “user experience” is a bit of a buzz word. When applied to business computing it covers the totality of the effects of an individual’s interactions with the software. Assessing some aspects of the UX are quantifiable (for instance, the number of clicks and screens required to execute a task), while others such as the user’s alertness, attitudes and emotions when using the software are far more subjective and (thus far) usually difficult to quantify. Because the totality of the user experience depends on a variety of elements, many of which are not quantifiable, and – even with the same individual – can vary widely according to context and circumstances, this remains an inherently fuzzy term. Yet, to paraphrase a Supreme Court justice writing of obscenity, we know a good personal user experience when we see it. User experience is not just a pretty face. Data availability, for example, is a constraint that defines the capabilities of any business application. Infor’s ION architecture is designed to facilitate data integration to broaden and deepen the scope of information that its systems can present to individuals as they perform business functions. The user experience in business software involves a more complex set of factors than in smartphone apps; it’s not just the graphic design. Having an information architecture that facilitates collecting and combining all or most of the data to present to a user in a business process can provide a differentiated UX. To achieve a differentiated user experience, Infor’s Hook & Loop internal design studio has been working for several years to overhaul the design and organization of the screens in Infor’s applications to improve the mental ergonomics of working with business software. Among the more obvious changes have been the reduction of clutter, better graphics and easier navigation. In general, improving the user experience builds on decades of research to better understand how people work with software and therefore how to lay out screens and page flows to make interactions more pleasing and efficient. Another element of the user experience is how individuals are able to collaborate. Because business is an inherently collaborative process, collaboration capabilities are important to the productivity of business software. Infor’s Ming.le collaboration platform is designed to deliver collaboration in context; that is, the software must be “aware” of what an individual is doing and can provide ready access to the specific colleagues whom the user may need to contact at that moment. This approach is superior to instant messaging and email because the work product is easily incorporated in the discussion. For example, if there is an issue with an invoice, the underlying data about it is viewable and searchable. The discussions around the invoice are saved so that if later some other issue arises about that invoice, the original discussions are readily available to anyone who has permission to see them. That noted, initially Infor may find it difficult to convince finance departments of its utility. In our research only 16 percent of participants said that collaboration features in software will affect performance. This may be because in their initial marketing of collaboration features vendors focused on Twitter-style feeds or a Facebook-style approach that broadcasts widely. As I’ve noted, this style is inappropriate for many parts of a business, especially finance and accounting. However, I expect that as companies use collaboration in context it come to be viewed as an indispensable capability. The evolution of the user experience is under way, and we believe it will be an increasingly important source of competitive advantage and product differentiation in business applications over the next five years. Smartphones and other mobile devices have opened the eyes of many people to the possibility of being delighted by software, even in accounting and shop floor applications. The next generation of UX will promote the longstanding objective of having software that readily adapts to how individuals work rather than forcing individuals to adapt to the limitations of information technology. I’ve been covering Infor’s transformation from its inception. The company has made significant progress in creating software that is more efficient to operate, supports better visibility and insight into how a business is performing, is easier to manage and has a lower cost of ownership. It is also setting the bar for improving the business software user experience. That noted, Infor is still a work in progress in a dynamic market with well-financed competitors, and its long-term success will depend on a steady stream of innovations in addressing the requirements of its targeted microverticals, affordability and the user experience. Current Infor customers should look into whether it makes sense for their company to migrate its existing on-premises applications to the cloud to lower the total cost of ownership or improve software performance. Those considering purchase of ERP, HCM and performance management software should have Infor on their list of vendors to consider. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_office_of_finance_01_erp_replacement-8.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "ISG Software Research", "url": "https://robertkugel.isg-one.com/author/isg-software-research", "sameAs": "https://www.linkedin.com/company/ventana-research" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "Integrated Business Planning Is More Effective", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2015/02/25/integrated-business-planning-is-more-effective", "datePublished": "24/02/2015", "dateModified": "24/02/2015", "articleBody": "Ventana Research recently released the results of our Next-Generation Business Planning benchmark research. Business planning encompasses all of the forward-looking activities in which companies routinely engage. The research examined 11 of the most common types of enterprise planning: capital, demand, marketing, project, sales and operations, strategic, supply chain and workforce planning, as well as sales forecasting and corporate and IT budgeting. We also aggregated the results to draw general conclusions. Planning is the process of creating a detailed formulation of a program of action designed to achieve objectives. People and businesses plan to determine how to succeed in achieving those objectives. Planning also serves to structure the discussion about those objectives and the resources and tactics needed to achieve them. A well-managed planning process should be structured in that it sets measurable objectives and quantifies resources required to achieve them. Budgeting is a type of planning but somewhat different in that is financially focused and is done to impose controls that prevent a company from overspending and therefore failing financially. So while planning and budgeting are similar (and budgeting involves planning), they have different aims. Unlike budgeting, planning emphasizes the things that the various parts of the business focus on, such as units sold, sales calls made, the number and types of employees required or customers served. Integrating the various business planning activities across a company benefits the senior leadership team, as I have written by enabling them to understand both the operational and the financial consequences of their actions. There are multiple planning efforts under way at any time in a company. These plans typically are stand-alone efforts only indirectly linked to others. To be most effective, however, an individual business unit plan requires direct inputs from other planning efforts. A decade ago I coined the term “integrated business planning” to emphasize the need to use technology to better coordinate the multiple planning efforts of the individual parts of the company. There are good reasons to do this, one of which is accuracy. Our new research reveals that to be accurate, most (77%) planning processes depend to some degree on having access to accurate and timely data from other parts of the organization. For this reason, integrating the various planning processes produces business benefits: In our research two-thirds of companies in which plans are directly linked said that their planning process works well or very well. This compares favorably to 40 percent in those that copy planning data from individual plans to an integrated plan (such as the company budget) and just 25 percent of those that have little or no connection between plans. Technology has been a major barrier preventing companies from integrating their planning efforts. Until relatively recently, joining the individual detailed plans of various departments and functions into an overall view was difficult because the available software, data and network capabilities were not sufficient to make it feasible and attractive to take this approach. To be sure, over the past decades there has been steady progress in making enterprise systems more accessible to ordinary users. But while dedicated planning software has become easier to use, evidently it’s still not easy enough. The research reveals that across the spectrum of corporate planning activities, three-fourths of organizations use spreadsheets to manage the process. We expect this to change over the next several years as the evolution in information technologies makes dedicated planning software a more compelling choice. One factor will be enhanced ease of use, which will be evident in at least two respects. Software vendors are recognizing that a better user experience can differentiate their product in a market where features and functions are a commodity. Ease of use also will extend to analytics and reporting, making it easier for business users to harness the power of advanced analytics and providing self-service reporting, including support for mobile devices. The other factor will be the ability to make the planning process far more interactive by utilizing in-memory processing to speed calculations. When even complex planning models with large data sets can be run in seconds or less, senior executives and managers will be able to quickly assess the impact of alternative courses of action in terms of their impact on key operating metrics, not just revenue and income. Having the means to engage in a structured conversation with direct reports will help executives be more effective in implementing strategy and managing their organization. Technology is not the only barrier to better planning. The research demonstrates the importance of management in the process, correlating how well a planning process is managed with its accuracy. The large majority (80%) of companies that manage a planning process well or very well wind up with a plan that is accurate or very accurate. By contrast, just one-fourth of companies that do an adequate job achieve that degree of accuracy and almost none (5%) of those that do it poorly have accurate or very accurate results. Additionally, managing a planning process well requires clear communications. More than three-fourths (76%) of companies in which strategy and objectives related to plans are communicated very well have a process that works very well, while more than half (53%) with poor executive communication wind up with a planning process that performs poorly. And collaboration is essential to a well-functioning planning process. Most (85%) companies that collaborate effectively or very effectively said that their planning process is managed well, while just 11 percent of companies that collaborate only somewhat effectively expressed that opinion. Collaboration is essential because the process of planning in corporations ought to get everyone onto the same page to ensure that activities are coordinated. Companies have multiple objectives for their planning processes. Chief among these is accuracy. But since things don’t always go to plan, companies need to have agility in responding to changes in a timely and coordinated fashion. In a small business, planning can be informal because of the ease of communications between all members and the ease with which plans can be modified in response to changing conditions In larger organizations the planning process becomes increasingly difficult because communications become compartmentalized locally and diffused across the entire enterprise. Setting and to a greater degree changing the company’s course requires coordination to ensure that the actions of one part of the organization complement (or at least don’t impede) the actions of others. Coordination enables understanding of the impact of policies and actions in one part of the company on the rest. Yet only 14 percent of companies are able to accurately measure that impact, and fewer than half (47%) have even a general idea. Integrated business planning address that issue. In most organizations budgeting and operational planning efforts are only loosely connected. In contrast, next-generation business planning closely integrates unit-level operational plans with financial planning. At the corporate level, it shifts the emphasis from financial budgeting to planning and to performance reviews that integrate operational and financial measures. It uses available information technology to help companies plan faster with less effort while achieving greater accuracy and agility. For companies to improve competitiveness, their business planning must acquire four characteristics. First, planning must focus on performance, measuring results against both business and financial objectives. Second, it must help executives and managers quickly and intelligently assess all relevant contingencies and trade-offs to support their decisions. Third, it must enable each individual business planning group to work in one central system; this simplifies the integration of their plans into a single view of the company and makes it easy for planners in one part of the business to see what others are projecting. Fourth, it must be efficient in its use of people’s time. Success in business stems more from doing than planning. Efficient use of time enables agility, especially in larger organizations. Today’s business planning doesn’t completely lack these features, but in practice it falls short – often considerably. Senior executives ought to demand more from the considerable amount of time their organization devotes to creating, reviewing and revising plans. They should have easy access to the full range of plans in their company. They must be able to engage in a structured dialog with direct reports about business plans, contingency plans and business unit performance. Information technology alone will not improve the effectiveness of business planning, but it can facilitate their efforts to realize more value from their planning. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_ngbp_02_integrated_planning_works_better1-1.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "ISG Software Research", "url": "https://robertkugel.isg-one.com/author/isg-software-research", "sameAs": "https://www.linkedin.com/company/ventana-research" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "Technology Can Enhance Performance in Finance Departments", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2014/10/29/technology-can-enhance-performance-in-finance-departments", "datePublished": "29/10/2014", "dateModified": "29/10/2014", "articleBody": "Finance transformation” refers to a longstanding objective: shifting the focus of CFOs and finance departments from transaction processing to more strategic, higher-value functions. Our upcoming Office of Finance benchmark research confirms that most of organizations want their finance department to take a more strategic role in management of the company: nine in 10 participants said that it’s important or very important. (We are using “finance” in its broadest sense, including, for example, accounting, corporate finance, financial planning and analysis, treasury and tax functions.) Finance departments have the ability and at least an implicit mandate to improve business performance and enable a corporation to execute strategy more effectively. Yet the research shows that becoming strategic is a work in progress. Most departments handle the basics well, but half fall short in areas that can contribute significantly to the performance of their company. More than three-fourths of participants said they perform accounting, external financial reporting, financial analysis, budgeting and management accounting well or very well. But only half said that about their ability to do product and customer profitability management, strategic and long-range planning and business development. We asked research participants to identify the three most important issues finance departments confront in a dozen functional areas: accounting, budgeting, cost accounting, customer profitability management, external financial reporting, financial analysis, financial governance and internal audit, management accounting, product profitability management, strategic and long-range planning, tax management and treasury and cash management. We gave as choices for issues analytics, data availability and quality, management effectiveness, process design, software and training. As a whole, participants did not point to a single overarching issue. On average, none of the six issues was selected by more than half of participants, and the difference in frequency between the top three issues - process, analytics and data - were statistically insignificant. The identification of these top three as important issues confronting Finance is consistent with other research we have done. On the other hand, software was the issue least frequently named, chosen by just 24 percent. Yet failure to use highly capable software and reliance on spreadsheets often are root causes of process, analytics and data issues. The inability to recognize the importance of technology in supporting finance processes is an ongoing barrier to improving the performance of finance departments. The research provides several examples. We find that the best-performing finance organizations adopt a total quality management approach to finance and accounting. As with manufacturing operations, the objective in any finance department process should be to design quality into the process (for example, addressing root causes that drive errors in calculations and accounting classifications) and ensuring consistent execution of that process. A poorly designed process is often the heart of a problem that results in unnecessary work in the finance organization or in its impact on customer-facing roles or other aspects of company operations. Yet inconsistent execution can offset the benefits of a well-designed process, which is why software with built-in workflow addresses the root causes of issues that arise when processes are managed with spreadsheets and email. The research also points to a good deal of skepticism (or ignorance) on the part of executives generally and finance professionals in particular about the role that technology can play in making the finance organization a more effective, strategic organization. While two-thirds said that business analytics will significantly influence their future performance, only half that many asserted that mobile technology and big data will be influential. Only half said that cloud computing can affect their performance, and just 15 percent said that about technology that promotes collaboration. (I have written that collaboration is an essential aspect of how work is performed in finance departments.) One possible reason why technology fails to impress finance departments is that software companies have done a poor job of marketing to them. There is a lasting memory of the Y2K fizzle and the stoking of misplaced fears of the impact of the Sarbanes-Oxley Act. For the most part, new technology is promoted as new and better with little regard to the tangible, practical benefits that address finance departments’ needs. This omission fails to engage a departmental culture that is resistant to change and averse to being “sold” anything. One of the most important roles that a finance department has is providing the rest of the company with analysis and perspective on business results to enable them to understand “the why behind the what.” Here, too, using the right software can be a critical factor. Desktop spreadsheets are indispensable, but they are not always the right choice for analysis. Because they are two-dimensional grids, spreadsheets have a limited ability to manipulate data in multiple dimensions such as by business unit, product family, currency, geography and time (to name several of the most common). Pivot tables can be helpful, but they offer a limited ability to manage dimensions and are time-consuming. Replacing desktop spreadsheets with the right software usually is necessary to address analytics issues. Data quality and availability are common issues in all of our benchmark research and usually stem from a variety of sources. Here, too, the inappropriate use of desktop spreadsheets is a factor that often goes unrecognized. When data is extracted from enterprise systems and then subjected to further analysis and reporting using spreadsheets, errors and inconsistencies inevitably follow. Creating a high-performing finance organization requires attention to the full range of people issues (such as leadership and communications) as well as process design and management (especially in designing in consistency in execution and designing out opportunities for mistakes and other process defects). Along with these, technology competence is essential to an effective finance organization. Companies with 500 or more employees benefit from having a dedicated group that understands the requirements of the finance function and how information technology can best address those needs. (Those with fewer than 500 employees would also benefit, but it’s usually not a practical option.) The good news is that almost half of companies (44%) have such as group, but, of course, a majority do not. The research also shows that having such a finance IT group reduces the likelihood that the department will experience issues with the software the department uses or the analytics they employ in a range of processes and functions. Twice as many of those in the research that lack a finance IT function reported issues with the software they use for managing a range of finance and analytical functions, and two-thirds (68%) more often they reported issues with the analytics they use than those that have a finance IT group. Over the past several decades finance executives have done an excellent job of making the Office of Finance far more efficient through the use of technology. ERP and financial performance management systems have enabled companies to grow without having to add finance department head count. However, the Office of Finance now must focus on using technology to improve its effectiveness and the value it provides the rest of the company. Faster closing, increasing financial data timeliness, using advanced analytics and automating repetitive departmental tasks are all ways that information technology can enhance the performance of the finance department. Changes in the technology underpinnings of finance-focused applications will support efforts by CFOs and senior finance executives to forge more a strategic partnership role with the rest of the organization and reshape the mission of their department. They will put the CFO and the Office of Finance in position to enhance the potential and performance of business. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_office_of_finance_05_finance_should_take_strategic_role-1.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "ISG Software Research", "url": "https://robertkugel.isg-one.com/author/isg-software-research", "sameAs": "https://www.linkedin.com/company/ventana-research" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "FinancialForce Brings More Mobile, Social and Planning Technology to Market", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2014/09/17/financialforce-brings-more-mobile-social-and-planning-technology-to-market", "datePublished": "17/09/2014", "dateModified": "17/09/2014", "articleBody": "FinancialForce’s 2014 summer release incorporates improvements in mobile and collaboration features and provides enhancements to the planning dimension of its professional services automation (PSA) suite. In the last couple of releases the company emphasized expansion in the functional capabilities of its ERP suite, as I noted, focusing on human capital management and professional services automation as well as some supply chain automation capabilities. The latest release uses the Salesforce1 platform to extend its mobile capabilities. These are increasingly important to executives and managers for reviewing information and drilling down into data such as orders, invoices and payments to deepen understanding of the information. Mobile access also is useful for approving tasks or requests (such as expense report approvals or process review signoffs) regardless of where the users happen to be. Mobility is especially useful for anyone who is not always sitting at a desk or for connecting customers to the company in a secure and controlled fashion as they place orders or check on the status of their accounts. It is a capability that supports today’s “any time anywhere” management practices. However, FinancialForce has its work cut out in convincing finance departments that they need mobility. In our new Office of Finance benchmark research only one-third of participants said that mobile technology will significantly influence their future performance. (Only half have that opinion about cloud computing generally.) Even fewer finance professionals are interested in technologies that promote and simplify collaboration, which is odd since most finance and accounting processes require collaboration. For that reason, I have argued that applications that support finance departments need a social media capability. Salesforce.com has been enhancing Chatter, its social business application, and FinancialForce has been adapting it to the needs of its target customers. Initially, social applications emphasized their broadcast capabilities, which is suitable for corporate-wide information, but collaboration requires narrow casting – making connections and information available to suit individual needs. This capability prevents people from being deluged with information (which substantially dilutes the collaborative value of a social application) and ensures that sensitive information is shared only with those approved to see it. FinancialForce also is making the actions more context-sensitive, able to understand which role or activity an individual is currently engaged in and which group or colleagues are relevant at that moment. One important objective in managing a modern professional services organization is to minimize administrative overhead, for example for billing professionals (such as time and expense tracking). Professional services automation software is designed to do that as well as make it easier to manage the process of selling and fulfilling professional services from end to end. PSA also facilitates billing and accounting, ensuring accuracy and speeding up the receipt of funds. The enhancements announced in FinancialForce’s recent release aim to improve professional services group’s ability to manage staffing. PSA suites that include resource and capacity planning also make it possible for professional services managers to monitor the availability of people to deliver contracted services. Resource utilization is especially important in determining the effectiveness and profitability of a professional services group. Lean staffing can generate fatter margins, but it can disappoint customers if resources are not available; an inability to optimize professionals’ time can quickly generate losses. Training is usually essential for new hires, so they’re not immediately profitable and companies are slow to let go of trained individuals when demand is slack. So it’s important for executives to have visibility into potential demand for services. Since FinancialForce’s PSA software runs on the Salesforce1 platform, professional services managers can look beyond already contracted services. They must be able to monitor potential resource demand (or lack of it) by extrapolating sales funnel data into forward-looking capacity calculations. As deals enter the pipeline, it’s possible for a manager to determine whether enough people with the requisite skills are available to fulfill the services demand. Where there is more demand than supply, these organizations can achieve a balance by adding people or determining how best to spread workloads. An important advantage in making these calculations based on the pipeline of business is that it provides necessary lead times to identify and hire the talent needed to meet demand. Not having such forward visibility can produce delays in starting projects because of a lack of resources (creating client satisfaction issues and limiting revenues) or guesswork about hiring needs (potentially diminishing profitability by underutilizing services personnel). FinancialForce is a cloud-based application, so it’s particularly well suited to the needs of companies that have outgrown their small business accounting software packages and can benefit from having the ability to connect sales, marketing and customer service capabilities with their back-office functions. It can help midsize businesses – especially those selling business services – grow while minimizing the need to add administrative staff. Many companies with 50 to 500 employees still use basic accounting packages even though they have outgrown their process management, reporting and analytical capabilities because they hesitate to make the investment in an on-premises accounting package and the resources necessary to support it. Maintaining an existing accounting package might appear the safe choice, but it foregoes the operational and management benefits that more capable software can deliver. Cloud-based software usually entails a smaller upfront commitment and does not require ongoing reliance on staff to support a system. FinancialForce also is well suited for larger companies that have a professional services group with 30 or more employees who bill their time and expenses, especially those who engage in discrete projects. Salesforce.com users of all sizes can find FinancialForce components useful in automatically connecting their Salesforce.com processes with other enterprise systems in a managed and controlled fashion, without having to re-enter data. I recommend that they consider how this vendor’s products can help meet their needs. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_office_of_finance_16_next-generation_technologies-1.png", "height": 400, "width": 750 }, "author": { "@type": "Person", "name": "ISG Software Research", "url": "https://robertkugel.isg-one.com/author/isg-software-research", "sameAs": "https://www.linkedin.com/company/ventana-research" }, "publisher": { "@type": "Organization", "name": "ISG", "url": "robertkugel.isg-one.com", "logo": { "@type": "ImageObject", "url": "https://www.ventanaresearch.com/hubfs/ISG_Software_Research_Logo_Color@2x.png" } } }</script> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "headline": "IBM Advances Business Experience in Using Advanced Analytics", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2014/07/04/ibm-advances-business-experience-in-using-advanced-analytics", "datePublished": "03/07/2014", "dateModified": "03/07/2014", "articleBody": "The developed world has an embarrassment of riches when it comes to information technology. Individuals walk around with far more computing power and data storage in their pockets than was required to send men to the moon. People routinely hold on their laps what would have been considered a supercomputer a generation ago. There is a wealth of information available on the Web. And the costs of these information assets are a tiny fraction of what they were decades ago. Consumer products have been at the forefront in utilizing information technology capabilities. The list of innovations is staggering. The “smart” phone is positively brilliant. Games are now a far bigger business than motion pictures. Yet few business users are tapping the full potential of today’s systems. Most organizations have been slow to integrate IT innovation into their core processes. Companies have made considerable investments in information technology, but their business methods have been slow to adapt to the resources available. For instance, software for incentive compensation software and for planning and budgeting has made it possible to improve these processes, but most companies manage compensation, budget and plan in much the same way they did decades ago. To be sure, it’s much easier for individuals to adopt new tools for themselves than it is to align groups and executives in corporations to change proven approaches – even mediocre ones. But it’s also the case that business software must make it easier for individuals to realize more of the potential of information technology. And this part of the evolution of business software is only beginning. This is the context in which I took note of two emerging capabilities of IBM’s business software. One is its Concert user experience software and the other its emerging application (not yet officially named) designed to make advanced analytics more consumable. These are two important capabilities IBM highlighted at its recent Insight user group meeting and Big Data and Analytics analyst summit. Integrating processes and data across a business has long been a challenge for IT departments. Some decades ago the issue of “islands of automation” emerged as companies implemented stand-alone business applications one by one to perform some function but then realized that it would be handy if these could share data and manage processes from start to finish. Initial progress toward this goal was made in the form of applications such as ERP that offer integrated functionality and enterprise data stores, although these often were difficult to implement and complex to maintain. Lately, software vendors have been refocusing to provide users with ways of facilitating end-to-end process management and making data more accessible. IBM Concert is such an attempt. Announced in November 2013, it is a user interface IBM designed to be the central touch point across multiple applications and data stores. (It’s possible to link Concert to other vendors’ software, but it’s unlikely that a company would buy it on its own to link other applications.) It’s meant to replace menu-driven interactions between the user and the system with “I want to do this process” and a “day in the life” approach to organizing how individuals access applications and data. IBM Concert is an example of how we are only now beginning to achieve the longstanding objective of having IT systems conform to the user’s needs rather than the opposite. On a single screen Concert organizes personal task lists and presents metrics, conditions and dashboard elements configured to an individual’s preferences so the user can easily monitor conditions and enable more management by exception. Users can organize the data they need to support a given process right in front of them rather than having to go to some other application to fetch that data. IBM Concert also has a social component that provides the ability for users to collaborate in context. Social applications generally have improved organizations’ connectedness. They offer greater immediacy than “copy all” email, greater inclusiveness than chat software and better communication in a mobile and geographically dispersed workforce. Initially, social applications took a broadcast approach similar to an unfiltered Twitter feed but as I pointed out at the time, that wasn’t a useful approach. As anyone who has used Twitter during an event can attest, the volume of messages quickly exceeds one’s ability to pick out the important ones. Moreover, not everyone wants to share information broadly, especially, for example, finance departments. Concert by contrast “understands” the area in which the individual is working and connects him or her to the conversations of others who are part of the group that needs to collaborate on that specific task. Users also apply hashtags to add a specific context to the message. I think that Concert has the potential to become the nexus of business people’s computing environments and a sidekick that helps them stay organized and informed, get alerts, collaborate, find answers and explore their workday world. Both at Vision and again at the Big Data and Analytics analyst summit, IBM previewed Project Catalyst Insight which is a not-yet-named application that is a significant advancement from its SPSS Analytic Catalyst software. Making big data and analytics more useful and consumable by the white-collar workforce (and even some of the blue collars) would be provide a major boost to organizational performance. By itself, a mass of data is not especially useful, and there are significant challenges to teasing out insights from large data sets, especially when that requires sophisticated analytical techniques. Another as-yet-unnamed application from IBM is designed to make big data and analytics more consumable and more useful. Typically large volumes of data are now accessible mainly to those with Ph.D.s in statistics or otherwise highly trained. The main objective of this project is to package advanced analytics routines for use, after limited training, by ordinary business analysts working in any department in any industry. Big data has always been with us; it is just a question how much “big” is. Today the term refers to data sets so large and complex that organizations have difficulty processing them using standard database management systems and applications. Technology for handling big data has crossed a threshold, becoming more capable and cost-effective. Companies can now to tap into much larger amounts of structured and unstructured data. Big data has potential – and potential pitfalls – for improving a company’s performance, as I have noted. Big data is of little use unless organizations have the ability to use analytics to achieve insights not available through more conventional techniques. The ability to sift through large quantities of business-related data rapidly could set in motion fundamental changes in how executives and managers run their business. Properly deployed, big data can support a more forward-looking and agile management style even in very large enterprises. It will allow more flexible forms of business organization. It can give finance organizations greater scope to play a more strategic role in corporate management by changing the focus of business reviews from backward-looking assessments of what just happened to emphasis on what to do next. The challenge for many companies is that big data and advanced analytics are not readily consumable. Our research on finance analytics finds that fewer than one-third (29%) of companies use big data to support their finance analytics, even though this technology can handle the flood of data into today’s businesses and can help produce more useful analytics and advanced techniques. Although analytics is essential to finance departments, their focus remains on the basics. Fewer than half (44% each) use the proven newer techniques of predictive analytics and leading indicators. Nearly three out of four (73%) do not assess relevant economic or market data and trends, and fewer than half assess customer and product profitability; any of these could make analyses more relevant to the overall success of the company. The ability of finance organizations to master analytical techniques – especially advanced ones – ought to be a priority for senior executives because our research shows a correlation between competence in utilizing big data and analytics and the ability to adapt quickly to changing business and economic conditions. IBM SPSS Analytic Catalyst Insight is designed to make it easier for business users who are not trained statisticians to create predictive analytical models just by answering a few preliminary questions about what they want to accomplish using the data. The new incarnation with IBM Project Catalyst Insight aims to simplify the process even further to bring it into the reach of a wider set of business users. It does so by packaging a range of standard routines that would be applied to data sets and providing even more guidance to analysts and even some business managers that know what they want to know but have a limited grasp of the analytical techniques necessary to find meaning in a mass of data. If IBM can create an application that enables more business users to utilize predictive analytics and other advanced analytical techniques, it would represent a big step forward in making big data a useful tool for many more functional areas than it is today. Both IBM Concert and the new business analytics tool called Project Catalyst Insight “to be officially named later” reflect IBM’s strategy of achieving product differentiation in a rapidly evolving software market. The first decades of packaged business applications were characterized by a race to create new categories and load them with distinguishing features and functions. In the next decade competitive advantage will fall to software vendors that – in addition to features and functions – can provide business people with a user experience that is easily molded to how they naturally work. IBM Concert is a useful first step that is likely to be further refined. The new analytical environment derived from IBM SPSS Modeler and SPSS Analytic Catalyst Insight looks and sounds like a good idea, and it will be interesting to see how it develops when it is generally available. 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