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Robert Kugel's Analyst Perspectives | Management
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"> <br> <h1 class="analyst-header-title">Robert Kugel's Analyst Perspectives</h1> <!-- <h1><span id="hs_cos_wrapper_name" class="hs_cos_wrapper hs_cos_wrapper_meta_field hs_cos_wrapper_type_text" style="" data-hs-cos-general-type="meta_field" data-hs-cos-type="text" >Robert Kugel</span>123tests</h1>--> </div> </div> </div> </div> <div class="content-wrapper-listing blog-single"> <div class="blog-content-wrapper"> <div> <!-- class="blog-index" --> <!----> <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> --> <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/2014/10/16/data-driven-business-processes-essential-for-optimization">Data-Driven Business Processes Essential for Optimization</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">16 October 2014 </span> </div> <!-- <hr> --> <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_infomgt_obstacles_to_information_management_updated.png?width=200&name=vr_infomgt_obstacles_to_information_management_updated.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_infomgt_obstacles_to_information_management_updated.png?width=100&name=vr_infomgt_obstacles_to_information_management_updated.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_infomgt_obstacles_to_information_management_updated.png?width=200&name=vr_infomgt_obstacles_to_information_management_updated.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_infomgt_obstacles_to_information_management_updated.png?width=300&name=vr_infomgt_obstacles_to_information_management_updated.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_infomgt_obstacles_to_information_management_updated.png?width=400&name=vr_infomgt_obstacles_to_information_management_updated.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_infomgt_obstacles_to_information_management_updated.png?width=500&name=vr_infomgt_obstacles_to_information_management_updated.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_infomgt_obstacles_to_information_management_updated.png?width=600&name=vr_infomgt_obstacles_to_information_management_updated.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>When applying information technology to drive better business performance, companies and the systems integrators that assist them often underestimate the importance of organizing data management around processes. For example, companies that do not execute their quote-to-cash cycle as an end-to-end process often experience a related set of issues in their sales, marketing, operations, accounting and finance functions that stem from entering the same data into multiple systems. The inability to...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2014/10/16/data-driven-business-processes-essential-for-optimization"><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/erp">ERP</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/operations">Operations</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/end-to-end">end-to-end</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/data-management">Data Management</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/crm">CRM</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/information-applications-ia">Information Applications (IA)</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/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/2014/09/11/whats-next-the-interplay-of-software-and-hardware-with-business-and-consumers">What’s Next?: The Interplay of Software and Hardware with Business and Consumers</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">11 September 2014 </span> </div> <!-- <hr> --> <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_sparse_use_of_advanced_analytics.png?width=200&name=vr_sparse_use_of_advanced_analytics.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_sparse_use_of_advanced_analytics.png?width=100&name=vr_sparse_use_of_advanced_analytics.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_sparse_use_of_advanced_analytics.png?width=200&name=vr_sparse_use_of_advanced_analytics.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_sparse_use_of_advanced_analytics.png?width=300&name=vr_sparse_use_of_advanced_analytics.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_sparse_use_of_advanced_analytics.png?width=400&name=vr_sparse_use_of_advanced_analytics.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_sparse_use_of_advanced_analytics.png?width=500&name=vr_sparse_use_of_advanced_analytics.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_sparse_use_of_advanced_analytics.png?width=600&name=vr_sparse_use_of_advanced_analytics.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>“What’s next?” is the perennially insistent question in information technology. One common observation about the industry holds that cycles of innovation alternate between hardware and software. New types and forms of hardware enable innovations in software that utilize the power of that hardware. These innovations create new markets, alter consumer behavior and change how work is performed. This, in turn, sets the stage for new types and forms of hardware that complement these emerging product...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2014/09/11/whats-next-the-interplay-of-software-and-hardware-with-business-and-consumers"><span class="readmore"> Read More </span></a><br><br> Topics: <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/erp">ERP</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/wearable-computing">Wearable Computing</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/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/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-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/workforce-performance-management-wpm">Workforce Performance Management (WPM)</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/2013/06/21/big-data-will-make-elephants-dance">Big Data Will Make Elephants Dance</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">21 June 2013 </span> </div> <!-- <hr> --> <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ibp_integrated_planning_enables_coordination-4.png?width=200&name=vr_ibp_integrated_planning_enables_coordination-4.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ibp_integrated_planning_enables_coordination-4.png?width=100&name=vr_ibp_integrated_planning_enables_coordination-4.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ibp_integrated_planning_enables_coordination-4.png?width=200&name=vr_ibp_integrated_planning_enables_coordination-4.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ibp_integrated_planning_enables_coordination-4.png?width=300&name=vr_ibp_integrated_planning_enables_coordination-4.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ibp_integrated_planning_enables_coordination-4.png?width=400&name=vr_ibp_integrated_planning_enables_coordination-4.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ibp_integrated_planning_enables_coordination-4.png?width=500&name=vr_ibp_integrated_planning_enables_coordination-4.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_ibp_integrated_planning_enables_coordination-4.png?width=600&name=vr_ibp_integrated_planning_enables_coordination-4.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>IBM’s Big Data and Analytics Analyst Insights conference started me thinking about the longer-term potential impact of big data and related technologies on business management. I covered some of the near-term uses of big data and analytics <a href="//robertkugel.ventanaresearch.com/2013/06/14/ibm-showcases-big-data-and-analytics-for-business/" target="_blank"><span style="text-decoration: underline;">in an earlier perspective</span></a>. There are numerous uses of big data that can provide incremental improvements to existing processes and practices. Some of these will have a significant impact on changing business models, enabling new classes of products and...</p> </div> <a href="https://robertkugel.isg-one.com/2013/06/21/big-data-will-make-elephants-dance"><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/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/management">Management</a>, <a href="https://robertkugel.isg-one.com/topic/budgeting">Budgeting</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/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/decision">decision</a>, <a href="https://robertkugel.isg-one.com/topic/fpm">FPM</a>, <a href="https://robertkugel.isg-one.com/topic/watson">Watson</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/2013/03/13/addressing-key-operational-risk-requirements">Addressing Key Operational Risk Requirements</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">13 March 2013 </span> </div> <!-- <hr> --> <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_grc_operational_risk_effectiveness-1.png?width=200&name=vr_grc_operational_risk_effectiveness-1.png" width="200" !important: srcset="https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_grc_operational_risk_effectiveness-1.png?width=100&name=vr_grc_operational_risk_effectiveness-1.png 100w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_grc_operational_risk_effectiveness-1.png?width=200&name=vr_grc_operational_risk_effectiveness-1.png 200w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_grc_operational_risk_effectiveness-1.png?width=300&name=vr_grc_operational_risk_effectiveness-1.png 300w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_grc_operational_risk_effectiveness-1.png?width=400&name=vr_grc_operational_risk_effectiveness-1.png 400w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_grc_operational_risk_effectiveness-1.png?width=500&name=vr_grc_operational_risk_effectiveness-1.png 500w, https://robertkugel.isg-one.com/hs-fs/hubfs/Imported_Blog_Media/vr_grc_operational_risk_effectiveness-1.png?width=600&name=vr_grc_operational_risk_effectiveness-1.png 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>I’ve frequently commented on the artificiality of the emerging software category of governance, risk and compliance (GRC). The term is used to a cover a combination of what were once viewed as stand-alone software categories, including IT governance, audit documentation and industry-specific compliance management, to name three examples. While it’s still common for specific types of software to be purchased piecemeal by different departments, these disparate areas have started a long...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2013/03/13/addressing-key-operational-risk-requirements"><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/predictive-analytics">Predictive Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/customer-experience">Customer Experience</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/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/management">Management</a>, <a href="https://robertkugel.isg-one.com/topic/analytics">Analytics</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/compliance">compliance</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/risk">Risk</a>, <a href="https://robertkugel.isg-one.com/topic/financial-risk-management">financial risk management</a>, <a href="https://robertkugel.isg-one.com/topic/it-risk-management">IT Risk Management</a>, <a href="https://robertkugel.isg-one.com/topic/sarbanes-oxley">Sarbanes Oxley</a>, <a href="https://robertkugel.isg-one.com/topic/sox">SOX</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/2012/07/12/companies-need-unified-approach-to-grc-for-it">Companies Need Unified Approach to GRC for 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">12 July 2012 </span> </div> <!-- <hr> --> <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="//robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=200&name=shutterstock_314838419-1.jpg" width="200" !important: srcset="//robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=100&name=shutterstock_314838419-1.jpg 100w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=200&name=shutterstock_314838419-1.jpg 200w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=300&name=shutterstock_314838419-1.jpg 300w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=400&name=shutterstock_314838419-1.jpg 400w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=500&name=shutterstock_314838419-1.jpg 500w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=600&name=shutterstock_314838419-1.jpg 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>One of the most important trends in business over the past 20 years has been the broadening use of information technology to manage and support activities. In the early decades of business computing, companies developed islands of automation for largely numeric functions such as billing, inventory management and accounting. Each ran on a proprietary system and engaged the time of a relative handful of employees. Today, just about everyone works with an IT system for at least some of their...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2012/07/12/companies-need-unified-approach-to-grc-for-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/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/customer-experience">Customer Experience</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/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/management">Management</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/governance-risk-compliance-grc">Governance, Risk & Compliance (GRC)</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/compliance">compliance</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/it-performance-management-itpm">IT Performance Management (ITPM)</a>, <a href="https://robertkugel.isg-one.com/topic/risk">Risk</a>, <a href="https://robertkugel.isg-one.com/topic/financial-risk-management">financial risk management</a>, <a href="https://robertkugel.isg-one.com/topic/it-risk-management">IT Risk Management</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/2012/06/29/operational-risk-management-is-a-new-imperative">Operational Risk Management Is a New Imperative</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 June 2012 </span> </div> <!-- <hr> --> <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="//robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=200&name=shutterstock_314838419-1.jpg" width="200" !important: srcset="//robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=100&name=shutterstock_314838419-1.jpg 100w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=200&name=shutterstock_314838419-1.jpg 200w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=300&name=shutterstock_314838419-1.jpg 300w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=400&name=shutterstock_314838419-1.jpg 400w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=500&name=shutterstock_314838419-1.jpg 500w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=600&name=shutterstock_314838419-1.jpg 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>Risk has always been an integral part of business, but our recent <a href="//www.ventanaresearch.com/GRC/" target="_blank"><span style="text-decoration: underline;">Governance, Risk and Compliance (GRC) benchmark research</span></a> shows that companies deal with risk with varying degrees of effectiveness – especially operational risk. A majority of companies lag in their overall GRC maturity, as <a href="//robertkugel.ventanaresearch.com/2012/06/07/companies-are-lagging-in-grc-maturity/" target="_blank"><span style="text-decoration: underline;">I covered in a recent blog post</span></a>. Operational risk management should be of greater interest to executives today because they can have greater control of it than before. The expansion of IT systems to automate...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2012/06/29/operational-risk-management-is-a-new-imperative"><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/predictive-analytics">Predictive Analytics</a>, <a href="https://robertkugel.isg-one.com/topic/customer-experience">Customer Experience</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/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/management">Management</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-intelligence">Business Intelligence</a>, <a href="https://robertkugel.isg-one.com/topic/governance-risk-compliance-grc">Governance, Risk & Compliance (GRC)</a>, <a href="https://robertkugel.isg-one.com/topic/operational-intelligence">Operational Intelligence</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/compliance">compliance</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/information-applications-ia">Information Applications (IA)</a>, <a href="https://robertkugel.isg-one.com/topic/information-management-im">Information Management (IM)</a>, <a href="https://robertkugel.isg-one.com/topic/it-performance-management-itpm">IT Performance Management (ITPM)</a>, <a href="https://robertkugel.isg-one.com/topic/risk">Risk</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/workforce-performance-management-wpm">Workforce Performance Management (WPM)</a>, <a href="https://robertkugel.isg-one.com/topic/financial-risk-management">financial risk management</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/2012/06/07/companies-are-lagging-in-grc-maturity">Companies Are Lagging in GRC Maturity</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">07 June 2012 </span> </div> <!-- <hr> --> <hr> </div> <div class="list-card-p"><div class="wrapingimage"> <img src="//robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=200&name=shutterstock_314838419-1.jpg" width="200" !important: srcset="//robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=100&name=shutterstock_314838419-1.jpg 100w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=200&name=shutterstock_314838419-1.jpg 200w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=300&name=shutterstock_314838419-1.jpg 300w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=400&name=shutterstock_314838419-1.jpg 400w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=500&name=shutterstock_314838419-1.jpg 500w, //robertkugel.isg-one.com/hs-fs/hubfs/Ventana_Research_Sept_2016/images/shutterstock_314838419-1.jpg?width=600&name=shutterstock_314838419-1.jpg 600w" sizes="(max-width: 200px) 100vw, 200px"> </div> <p>Ventana Research recently completed benchmark research on governance, risk and compliance (GRC), three business activities that are naturally linked. Although managing them requires separate and sometimes very different processes, on the whole these activities affect each other: Effective corporate governance ensures compliances with laws, regulations and company policies, and without governance, there’s no way to control risk. Separately or considered together, managing governance, risk and...</p> </div> <a href="https://robertkugel.isg-one.com/robert-kugel/2012/06/07/companies-are-lagging-in-grc-maturity"><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/customer-experience">Customer Experience</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/operational-performance-management-opm">Operational Performance Management (OPM)</a>, <a href="https://robertkugel.isg-one.com/topic/management">Management</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/governance-risk-compliance-grc">Governance, Risk & Compliance (GRC)</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/compliance">compliance</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/it-performance-management-itpm">IT Performance Management (ITPM)</a>, <a href="https://robertkugel.isg-one.com/topic/risk">Risk</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/financial-risk-management">financial risk management</a> <hr> </div> <script> // Check active classes var checkClass = function() { if ( $('.fil_item').hasClass('hide') ) { $('.fil_item').removeClass('hide'); } }; // Category filters $('.all').click( function() { checkClass(); }); // Active tag $('.bttn').click(function(){ $('.bttn').removeClass('active'); $(this).addClass('active'); }) </script> </div> <div class="blog-numeric-pagination span12 "> <!-- sets variable for total pages --> <!-- sets variable for how many more pages are past the current pages --> </div> </div> <div class="blog-sidebar"> <!-- <br> --> <!-- Begin partial --> <style> .blog-sidebar h3 { font-size: 18px; margin-bottom: 30px; position: relative; color: var(--light_blue); padding-top:40px; } .btn-secondary, .filter-expand-link { text-transform: uppercase; background-color: #113049!important; border-color: #113049!important; color: #ffffff!important; transition: all .15s ease-in-out; animation-timing-function: ease-in-out; font-family: 'Open Sans', sans-serif; font-style: normal; font-weight: 500; text-decoration: none; font-size: 0.875rem; line-height: 1.4000000000000001rem; border-radius: 6px; height: 3.5rem; text-align: center; 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</script></span><!-- end HubSpot Call-to-Action Code --> <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. Each Analyst Perspective presents the view of the analyst who is an established subject matter expert on new developments, business and technology trends, findings from our research, or best practice insights.</p> <p>Each is prepared and reviewed in accordance with Ventana Research’s strict standards for accuracy and objectivity and reviewed to ensure it delivers reliable and actionable insights. It is reviewed and edited by research management and is approved by the Chief Research Officer; no individual or organization outside of Ventana Research reviews any Analyst Perspective before it is published. 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 class="about-author-sec row-fluid"> <div class="span12"> <h3 style="color: var(--light_blue);">About the Analyst</h3> <h4>Quincy Valencia</h4> <p>Quincy brings over two decades of experience in human capital management covering the span of engaging the workforce and value of people in the organization. </p><p style="text-align: center;"><a class="author-link fancy-btn" href="https://quincyvalencia.isg-research.net/author/quincy-valencia">Read more</a></p> </div> </div> --> <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> <!--start row--> <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> <!--end row--> <!--start row--> <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> <!--end row--> <!--start row--> <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> <!--end row--> <!--start row--> <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> <!--end row--> <!--start row--> <div class="row-fluid"> <!-- <div class="span6" style="text-align: center;"> <a href="https://robertkugel.isg-research.net"> <img class="analyst_img" style="display:inline;" src="https://blog.isg-research.net/hs-fs/hubfs/Images/Analyst_Photos/Rob_2016_Circle_Zoomed.png?width=100&name=Rob_2016_Circle_Zoomed.png" alt="Robert Kugel" width="100" style="width: 100px;" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px"> <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="display:inline;" src="https://blog.isg-research.net/hs-fs/hubfs/Images/Analyst_Photos/Stephen-Hurrell-Bio-Photo-Circle-1-1.png?width=100&name=Stephen-Hurrell-Bio-Photo-Circle-1-1.png" alt="Stephen Hurrell" width="100" style="width: 100px;" data-constrained="true" caption="false" sizes="(max-width: 100px) 100vw, 100px"> <h5 class="analyst_name">Stephen Hurrell</h5> </a> </div> --> <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> <!--end row--> <!--start row--></div> <div id="hs_cos_wrapper_module_1552944263900179" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module widget-type-form" style="" data-hs-cos-general-type="widget" data-hs-cos-type="module"> <span id="hs_cos_wrapper_module_1552944263900179_" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_form" style="" data-hs-cos-general-type="widget" data-hs-cos-type="form"><h3 id="hs_cos_wrapper_module_1552944263900179_title" class="hs_cos_wrapper form-title" data-hs-cos-general-type="widget_field" data-hs-cos-type="text"><span style="color: var(--light_blue);">Subscribe to Email Updates</span></h3> <div id="hs_form_target_module_1552944263900179"></div> </span> </div> <!-- <span id="hs_cos_wrapper_top_posts" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_post_listing" style="" data-hs-cos-general-type="widget" data-hs-cos-type="post_listing" ><div class="block"> <h3>Recent Posts</h3> <div class="widget-module"> <ul class="hs-hash-1078391896-1739815612661"> </ul> </div> </div> </span> --> <span id="hs_cos_wrapper_module_147975372439311792" class="hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_post_filter" style="" data-hs-cos-general-type="widget" data-hs-cos-type="post_filter"><div class="block"> <h3>Posts by Month</h3> <div class="widget-module"> <ul> <li> <a href="https://robertkugel.isg-one.com/archive/2025/02">February 2025 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li> <a href="https://robertkugel.isg-one.com/archive/2025/01">January 2025 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li> <a href="https://robertkugel.isg-one.com/archive/2024/11">November 2024 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li> <a href="https://robertkugel.isg-one.com/archive/2024/10">October 2024 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li> <a href="https://robertkugel.isg-one.com/archive/2024/09">September 2024 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li> <a href="https://robertkugel.isg-one.com/archive/2024/08">August 2024 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li> <a href="https://robertkugel.isg-one.com/archive/2024/07">July 2024 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li> <a 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href="https://robertkugel.isg-one.com/archive/2022/11">November 2022 <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/10">October 2022 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/09">September 2022 <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/08">August 2022 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/07">July 2022 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/06">June 2022 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/05">May 2022 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/04">April 2022 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/03">March 2022 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/02">February 2022 <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2022/01">January 2022 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2021/12">December 2021 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2021/11">November 2021 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2021/10">October 2021 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2021/09">September 2021 <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2021/08">August 2021 <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2021/06">June 2021 <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/archive/2021/05">May 2021 <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a 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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 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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> 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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/budget">budget <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/budgeting">Budgeting <span class="filter-link-count" dir="ltr">(75)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/budgeting-and-planning">budgeting and planning <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/budgeting-software">budgeting software <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business">Business <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-analytics">Business Analytics <span class="filter-link-count" dir="ltr">(160)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-applications">Business Applications <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-collaboration">Business Collaboration <span class="filter-link-count" dir="ltr">(83)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-intelligence">Business Intelligence <span class="filter-link-count" dir="ltr">(79)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-intelligence-2">business intelligence <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-intelligence-3">business intelligence <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-mobility">Business Mobility <span class="filter-link-count" dir="ltr">(19)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-model">business model <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-performance-management-bpm">Business Performance Management (BPM) <span class="filter-link-count" dir="ltr">(278)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-plan">business plan <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-planning">Business Planning <span class="filter-link-count" dir="ltr">(89)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-process">business process <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-process-execution">business process execution <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-process-management">Business Process Management <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-suite">Business Suite <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-technology">Business Technology <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/business-value">business value <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/candidate-engagement">candidate engagement <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/capital-adequacy">capital adequacy <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/capital-budget">capital budget <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/capital-markets">capital markets <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/capital-spending">capital spending <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cash-management">cash management <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ceo">CEO <span class="filter-link-count" dir="ltr">(23)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/ceo-cfo-financial-performance-management-forecasti">CEO, CFO, Financial Performance Management, Foreca <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cfo">CFO <span class="filter-link-count" dir="ltr">(141)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/challenge">challenge <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/channel">channel <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/chargebacks">chargebacks <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/chart-of-accounts">chart of accounts <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/chatter">Chatter <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/chief-risk-officer">Chief Risk Officer <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cio">CIO <span class="filter-link-count" dir="ltr">(19)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/clarity-systems">Clarity Systems <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/close">close <span class="filter-link-count" dir="ltr">(43)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/closed-loop">closed loop <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/closing">closing <span class="filter-link-count" dir="ltr">(36)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cloud-computing">Cloud Computing <span class="filter-link-count" dir="ltr">(122)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cloud-erp">cloud ERP <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/coda">CODA <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cognitive-computing">Cognitive Computing <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/cognos">Cognos <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/collaboration">Collaboration <span class="filter-link-count" dir="ltr">(32)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/collaborative-conversational-computing">Collaborative & Conversational Computing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/collaborative-computing">collaborative computing <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/commission">commission <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/communications">communications <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/compensation">Compensation <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/competition">competition <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/complex-event-processing">Complex Event Processing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/compliance">compliance <span class="filter-link-count" dir="ltr">(26)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/composite-document">Composite document <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/composite-software">Composite Software <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/computing">computing <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/concur">Concur <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/connectwise">ConnectWise <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/connotate">Connotate <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/consolidate-and-close-management">Consolidate and Close Management <span class="filter-link-count" dir="ltr">(11)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/consolidate-close-report">Consolidate/Close/Report <span class="filter-link-count" dir="ltr">(17)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/consolidating">consolidating <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/consolidation">Consolidation <span class="filter-link-count" dir="ltr">(28)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/consulting">Consulting <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/contact-center">Contact Center <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/container">container <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/content-management">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/contingency">contingency <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/contingency-planning">contingency planning <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/continuous-accounting">Continuous Accounting <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/continuous-improvement">continuous improvement <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/continuous-payroll">Continuous Payroll <span 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 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<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 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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 and Promotion Management <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/pro">PRO <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/procure-to-pay">Procure-to-Pay <span class="filter-link-count" dir="ltr">(12)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/procurement">procurement <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/product-information-management">Product Information Management <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/professional-services">Professional Services <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a 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 class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/projecthelp">ProjectHelp <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/projector">Projector <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/property-technology">Property Technology <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/pros">PROS <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/pros-pricing">PROS Pricing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/psa">PSA <span class="filter-link-count" dir="ltr">(11)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/purchasing">purchasing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/purchasing-sourcing-payments">Purchasing/Sourcing/Payments <span class="filter-link-count" dir="ltr">(16)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/pv-accelerator">PV Accelerator <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/qad">QAD <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/quantrix">Quantrix <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/real-estate">real estate <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/real-time">Real-time <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/reconcile">reconcile <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/reconciliation">Reconciliation <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/recurring-revenue">Recurring Revenue <span class="filter-link-count" dir="ltr">(16)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/reporting">Reporting <span class="filter-link-count" dir="ltr">(74)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/reporting-xbrl-ixbrl-document-management">Reporting, XBRL, iXBRL, document management <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/research">Research <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/revenue">Revenue <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/revenue-and-lease-accounting">revenue and lease accounting <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/revenue-management">Revenue Management <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/revenue-performance">Revenue Performance <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/revenue-performance-management">Revenue 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/revenue-recognition">revenue recognition <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/revenue-lease-and-tax-accounting">Revenue, Lease and Tax Accounting <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/risk">Risk <span class="filter-link-count" dir="ltr">(33)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/risk-analytics">Risk Analytics <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/robotic-automation">robotic automation <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/robotic-finance">robotic finance <span class="filter-link-count" dir="ltr">(36)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/robotic-process-automation">Robotic Process Automation <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/roi">ROI <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sop">S&OP <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/saas">SaaS <span class="filter-link-count" dir="ltr">(21)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sage">Sage <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sage-software">Sage Software <span class="filter-link-count" dir="ltr">(9)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales">Sales <span class="filter-link-count" dir="ltr">(49)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-and-forecasting">Sales and Forecasting <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-and-operations-planning">Sales and Operations Planning <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-enablement">sales enablement <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-enablement-and-execution">Sales Enablement and Execution <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-engagement">Sales Engagement <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-forecasting">Sales Forecasting <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-operations">Sales Operations <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-performance-management">Sales Performance Management <span class="filter-link-count" dir="ltr">(11)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-performance-management-spm">Sales Performance Management (SPM) <span class="filter-link-count" dir="ltr">(131)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-planning">Sales Planning <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-planning-and-analytics">Sales Planning and Analytics <span class="filter-link-count" dir="ltr">(13)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sales-tax">Sales Tax <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/salesforce-com">Salesforce.com <span class="filter-link-count" dir="ltr">(18)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sap">SAP <span class="filter-link-count" dir="ltr">(22)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sarbanes-oxley">Sarbanes Oxley <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sas">SAS <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sasb">SASB <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/scm">SCM <span class="filter-link-count" dir="ltr">(6)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/scm-demand-planning">SCM Demand Planning <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/scout-rfp">Scout RFP <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sec">SEC <span class="filter-link-count" dir="ltr">(21)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sec-software">SEC Software <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/security">Security <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/self-service">Self-service <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/seperation-of-duties">Seperation of Duties <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/servigistics">Servigistics <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sharepoint">SharePoint <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/signal-demand">Signal Demand <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/smart-financial-close">Smart Financial Close <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/smart-manufacturing">Smart Manufacturing <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/smb">SMB <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/social">Social <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/social-collaboration">Social Collaboration <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/social-media">Social Media <span class="filter-link-count" dir="ltr">(29)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/software">Software <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sourcing">sourcing <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sox">SOX <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/spm">SPM <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/spreadsheets">Spreadsheets <span class="filter-link-count" dir="ltr">(10)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/spss">SPSS <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/star-analytics">Star Analytics <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/statistics">Statistics <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/stratahadoop">Strata+Hadoop <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/streaming-data-events">Streaming Data & Events <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/subscription-management">Subscription Management <span class="filter-link-count" dir="ltr">(8)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sungard">Sungard <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sunsystems">Sunsystems <span class="filter-link-count" dir="ltr">(1)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/supplier-relationship-management">supplier relationship management <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/supply-chain">Supply Chain <span class="filter-link-count" dir="ltr">(11)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/supply-chain-management">supply chain management <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/supply-chain-performance-management-scpm">Supply Chain Performance Management (SCPM) <span class="filter-link-count" dir="ltr">(92)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/supply-chain-planning">Supply Chain Planning <span class="filter-link-count" dir="ltr">(2)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sustainability">Sustainability <span class="filter-link-count" dir="ltr">(7)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/sustainability-management">Sustainability Management <span class="filter-link-count" dir="ltr">(5)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/tagetik">Tagetik <span class="filter-link-count" dir="ltr">(4)</span></a> </li> <li style="display:none;"> <a href="https://robertkugel.isg-one.com/topic/talent-management">Talent Management <span class="filter-link-count" dir="ltr">(3)</span></a> </li> <li style="display:none;"> <a 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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": "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": "Data-Driven Business Processes Essential for Optimization", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2014/10/16/data-driven-business-processes-essential-for-optimization", "datePublished": "16/10/2014", "dateModified": "16/10/2014", "articleBody": "When applying information technology to drive better business performance, companies and the systems integrators that assist them often underestimate the importance of organizing data management around processes. For example, companies that do not execute their quote-to-cash cycle as an end-to-end process often experience a related set of issues in their sales, marketing, operations, accounting and finance functions that stem from entering the same data into multiple systems. The inability to automate passing of data from one functional group to the next forces people to spend time re-entering data and leads to fragmented and disconnected data stores. The absence of a single authoritative data source also creates conflicts about whose numbers are “right.” Even when the actual figures recorded are identical, discrepancies can crop up because of issues in synchronization and data definition. Lacking an authoritative source, organizations may need to check for and resolve errors and inconsistencies between systems to ensure, for example, that what customers purchased was what they received and were billed for. The negative impact of this lack of automation is multiplied when transactions are complex or involve contracts for recurring services. Our benchmark research shows that data fragmentation, consistency, availability, usability and timeliness are key issues for companies. The information management issues in process design and execution are similar to those at work for analytics. However, addressing them effectively requires a different approach than just creating a separate data store to be the “single version of the truth.” Careful consideration is required to determine the best method to manage data throughout a core business process, particularly when multiple applications are required to automate and support the execution of the process. Software application platforms offered by some vendors make it far easier to integrate niche software applications into processes in a way that may eliminate the need for an operational data store. The information dimension is usually overlooked in designing business systems because data is viewed as a given, is not explicitly considered (“we’ll work out the details later”) or is considered only an afterthought. This may occur because the information dimension of systems engineering is treated as being of secondary importance to defining the best process and determining the required applications capabilities. But we think making data an afterthought is a mistake. Ventana Research uses a framework that explicitly calls out information (all forms of data) and technology (software, hardware and networks) as separate elements in addressing business issues, rather than lumping the two together as “technology.” Explicitly taking the data perspective into account provides a broad perspective that frames process and technology requirements. We assert that treating data as a core consideration can result in better process design and clarify the issues companies must consider to select the appropriate systems to support the people and process aspects of business operations. Quote-to-cash is a useful example of where an end-to-end process requires more than just workflow to manage the handoffs as tasks are executed. In some simple cases, an ERP system can handle all of the details. In others, automating the process and data flows may require multiple systems (such as a CRM system for customer and account information, as well as systems for product configuration, contract management, billing and collection in addition to ERP. Some of the data assembled in a quote-to-cash transaction may have to be transferred to other operational systems to fulfill the transaction. To achieve best results, data must be staged and controlled from start to finish and there must be a single system of record. Deciding on what application (or applications) to use to manage the process and where to locate the system of record physically and logically depends on a company’s specific circumstances. Engineering quote-to-cash end to end from both process and data flow perspectives can speed its completion (thereby improving customer responsiveness), remove unnecessary manual steps (generating efficiencies) and reduce or eliminate errors at every step (resulting in better customer service and lower costs). Another example that benefits from a data-driven end-to-end process is requisition-to-pay. It may seem counterintuitive, but accelerating the payment of invoices can improve a company’s bottom line. With interest rates in much of the developed world at historic lows, the greatest return on available cash is taking advantage of early payment discounts. Yet few companies take advantage of these. One important reason why they don’t is deficiencies in the data and technology needed to make early payment practical. Starting the automated process at the point of initial requisition gives the treasury function better visibility into the amounts and timing of future outlays, making cash forecasting more certain. Greater certainty about the corporation’s cash position lowers the amount of cash it needs to hold to meet payment obligations while maintaining an adequate operating liquidity buffer to allow for forecasting errors and unanticipated needs. Companies that have limited visibility will be cautious about making payments and must maintain a larger, more conservative buffer stock of cash. Using automated systems to speed the processing of invoices by eliminating delays in handoffs is only one element needed to make early payment discount feasible. Timely access to accurate data to support processing invoices is necessary, as is data needed by an analytical application that supports the treasury function to handle the complexities of managing cash effectively. The importance of timely access to reliable data is often overlooked, but it can be the key ingredient to improving the execution of core business and finance department functions. Engineering data and data management into the design of technology-driven processes must not be an afterthought; it must be integral to the decisions about what software is used and how processes are to be performed. Our research shows that data issues plague companies, and the larger the company, the bigger the problem may be. Effective data management is essential to improve corporate performance. We advise companies to review their current processes and take steps to modernize and automate any that are a drag on performance. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_infomgt_obstacles_to_information_management_updated.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": "What’s Next?: The Interplay of Software and Hardware with Business and Consumers", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2014/09/11/whats-next-the-interplay-of-software-and-hardware-with-business-and-consumers", "datePublished": "11/09/2014", "dateModified": "11/09/2014", "articleBody": "“What’s next?” is the perennially insistent question in information technology. One common observation about the industry holds that cycles of innovation alternate between hardware and software. New types and forms of hardware enable innovations in software that utilize the power of that hardware. These innovations create new markets, alter consumer behavior and change how work is performed. This, in turn, sets the stage for new types and forms of hardware that complement these emerging product and service markets as well as the new ways of performing work, creating products and fashioning services that they engender. For example, the emerging collection of wearable computing devices seems likely to generate a new wave of software/hardware innovation, as my colleague Mark Smith has noted. This said, I think that the idea of alternating cycles no longer applies. It would be convenient if we could assign discrete time periods to hardware dominance and software dominance, but like echoes as they fade, the reverberations are no longer as neatly synchronized as they once were. Moreover, adoption and adaptation of technology by consumers reflected in the design of work, products and services always lags – and lags in different ways, further blurring the timing of cycles. Adding to the messiness, technologies enter the market and evolve in ways that seem designed to embarrass pundits. In the 1990s, Bluetooth was supposed to be the next big thing for wireless connections; Wi-Fi wasn’t on most radar screens. Today, Bluetooth has an important role, but Wi-Fi is bigger. Some heralded technology breakthroughs sink without a trace. Sadly, that has been the case for multidimensional spreadsheets like Javelin and Lotus Improv. Other technologies appear, are used in trendy ways and then become mainstream. Instant messaging and chat immediately replaced passing paper notes in class for teenage girls. While somewhat passé in this role today, they have become an essential tool in the workplace. Of course the rate at which technology is incorporated into mainstream business use varies greatly. The Internet became central to business and commerce at an astonishingly fast pace while earlier inventions such as voice mail took about a decade to become universal. Software has dominated as a driver over the past two decades, but devices and business process changes have become increasingly important in amplifying the impact and producing knock-on effects that spur innovations of all sorts. Smartphones and other mobile devices might have become another Minitel except that there were programming tools and business models in place (including the absence of top-down control and regulation) that spurred ingenuity, substantially enhancing the value of these devices and making them highly adaptable to personal preferences and individual business needs. Rapid and broad adoption of mobile devices has been driving change in business software to enable companies to utilize the value of these devices. Yet there are plenty of examples of how organizations have failed to change how they conduct business. Our benchmark research finds that companies have been slow to adopt better methods facilitated by information technology for planning and budgeting, closing the books, managing the workforces or handling customer interactions. Software-driven change will come in these areas over the next decade, driven in part by a generational shift as baby boomers retire, and more attention will be paid to cognitive ergonomics and the resulting increased attention to the design of the user experience in business computing, such as gamification. Innovation in business often takes longer to appear than futurists hope. One part of today’s answer to the “What’s next?” question includes all the things that software marketing departments have been promising over the past decade or so that haven’t come to pass yet. Usually, this is because there is some confusion on the part of vendors between “easier” and “easy.” Many innovations and enhancements in business software have made them easier to use but not easy enough for mainstream adoption or easy enough to spur process innovation or a change in management practices. One example is advanced analytics. There have been steady improvements making it possible for many kinds of users to employ them in business, but most users today require advanced degrees or specialized training (although I have some hope for new mass market tools on the horizon). Consequently, our research finds that two-thirds of companies make little or no use of advanced analytics. Another example is in business planning. For all the discussion about changing budgeting and planning, practices have remained pretty much the same over the past two decades. One way to make planning and budgeting more useful is to make reviewing results more actionable. This could be accomplished more easily if organizations could immediately drill down into the details of the results rather than having to wait for follow-up information or debate what the likely causes might have been. Yet only about one-fourth of participants in our business planning research are able to get to the numbers behind the numbers while the meeting is under way. Improved software technology is making this easier to do. For example, many ERP vendors have changed the basic architecture of their systems to make them capable of handling transaction processing and analytical tasks at the same time. But technology alone will not make a difference. It will take a change in management and demand that periodic reviews be highly interactive to make a difference. Even with hidebound management techniques, it’s likely that new devices coming to the market will be major sources of innovation, either those that complement existing business practices and consumer demands (which are obvious candidates for rapid adoption) or as a speculative venture. The loudest buzz is around the Internet of Things. This is an amorphous concept at the moment, and there are considerable technology hurdles that must surmounted for it to become practical (notably the limited address capacity in the IPv4 standard). Still, the concept has a good deal of theoretical appeal when one extrapolates the value already realized by increasing the scope of people-to-machine connections (such as for monitoring processes or the health of devices) and the variety and number of machine-to-machine control and instrumentation (for example, automatically tracking physical assets and optimizing machine performance by monitoring conditions). As I mentioned earlier, wearable computing is another emerging area of innovation. Thus far, it has had more allure than demand, but that was true also for the personal digital assistant, which had a few notable flops before catching on and becoming a mass-market device, eventually to be subsumed into the smartphone. Devices are already being worn for health, entertainment and augmented reality purposes. Bracelets, fobs and glasses have considerable scope for use in business settings, for consumer applications and for wellness. Glasses and wrist devices in particular have the ability to augment the utility of any computing device as sensors or for input/output. A computer screen is rather like a keyhole through which one “looks” into the computing device. Dual screens are now commonplace because this expands the breadth of view of the user. Glasses can broaden the scope of view considerably more, improving the ergonomics and expanding the utility of any computing device. Any of these devices could augment the capabilities of software applications. They will give software designers added scope to enhance the capabilities and usability of applications. So the answer to “What’s next?” in business computing probably is “ A lot – and sooner rather than later.” There’s a tendency to view current technology in terms of the major advances of the past. If that is any guide, today’s information technology will soon appear pitifully primitive. Consumer use of technology has outstripped that of business, in part because multiple individual needs are generally less difficult to serve than that of an organization and the tasks the technology performs usually are far less complex: They’re apps, not applications. Yet business computing is on the cusp of a fundamental shift in which devices and software are powerful enough to adapt to the needs of users. In the past, business computing was defined by the limits of information technology and required that businesses adapt to those limitations. Everything from a richer and more enjoyable (or at least less painful) user experience to the transformation of accounting systems from paper-based analogs to a truly digital ledger has the power to change for the better how businesses operate. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_sparse_use_of_advanced_analytics.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": "Big Data Will Make Elephants Dance", "mainEntityOfPage": "https://robertkugel.isg-one.com/2013/06/21/big-data-will-make-elephants-dance", "datePublished": "21/06/2013", "dateModified": "21/06/2013", "articleBody": "IBM’s Big Data and Analytics Analyst Insights conference started me thinking about the longer-term potential impact of big data and related technologies on business management. I covered some of the near-term uses of big data and analytics in an earlier perspective. There are numerous uses of big data that can provide incremental improvements to existing processes and practices. Some of these will have a significant impact on changing business models, enabling new classes of products and services and improving performance. As well, the technology will have more profound, longer lasting effects. The ability to analyze large quantities of business-related data rapidly has the potential to set in motion fundamental changes in how executives and managers run their business. Properly deployed, it will enable a more forward-looking and agile management style even in very large enterprises. It will allow more flexible forms of business organization. None of these changes will be universal, and the old school will be with us for some time. Technology, however, will give executives and their boards of directors a powerful tool for strategic differentiation to achieve a sustainable competitive advantage. A skeptic might assert that an era of big data will expand the scope of “paralysis by analysis” simply by adding so much more grist to the mill. In an environment where it takes days or at least hours to get an answer back from some bit of analysis, doing another iteration provides a handy excuse for delay. While managers who hesitate to act could exploit big data to delay decisions, they would do so in spite of what’s feasible. In-memory processing of analytics on large data sets can support a much faster decision-making – even in large organizations – because business feedback loops will shrink. However, when answers come in seconds and when systems can almost immediately provide a range of potential solutions to a business issue with supporting considerations (as IBM Watson has demonstrated), active managers will be able to make more objective, numbers-based decisions faster; there’s less excuse for delay or no need for gut reactions. Predictive analytics, which are built on large data sets, have the ability to spot meaningful divergences from expected results, enabling companies to anticipate changes in markets and their environment. More decisive management styles will evolve because using big data with in-memory analytics better supports a fail-early-and-adapt approach to running a business. While this has always the case for small entrepreneurs, it’s increasingly possible for large organizations. (Watch for the strategic consultants to emphasize this point.) A second area where change will occur is in the forward-looking aspects of management. Today, budgeting is the main form of collaborative business planning that’s done across the entire enterprise. Budgeting is a financial process where the main purpose is to control spending. Planning, however, is a process of determining the best way to achieve business objectives and, in the process, optimize spending. The two are intertwined, and both are necessary. That said, today most companies spend too much time budgeting and not enough time doing collaborative, integrated business planning. This situation is partly due to habit but also the result of practical limitations in technology and data. As can be seen in the chart, our research shows that having a more integrated planning environment promotes better business coordination. More than one-fourth of companies that have no integration of individual plans experience a lack of coordination compared to just 7 percent of those that integrate these the details of individual plans into an enterprise view. The same research reveals that companies with limited ability to calculate the impact of sudden major changes in their business environment have to base their decisions on what to do next on simplistic calculations or just “wing it.” By making it feasible to build scenarios rapidly using integrated business models, big data and in-memory technologies offer the potential to make more informed decisions about how to adapt to changing business conditions. This approach can shift the focus of reviews to a forward-looking, what-to-do-next mindset. That, in turn, can change the emphasis from creating an annual budget to integrating business planning and accelerating reaction cycles. The ability to harness and share large data sets, along with an expanded ability to interoperate remotely, will support a third change to business organizations: increased dis-integration of enterprises as more companies embrace a federated “Hollywood model” of business organization. In the 1950s, television and the court-ordered divestiture of theaters in the United States forced the movie studios to abandon their factory model. They eliminated their contract workforces and a large portion of their employees. Motion picture production evolved into a system that today brings together loose confederations of professionals, skilled trades people and highly specialized small or midsize businesses. They operate as independent contractors collaborating on a project-by-project basis. This model is increasingly the norm for startups and small businesses, especially in the technology sector, because it is economical and offers greater flexibility. Even though they are less rigid, federated business relationships tend to persist because quality and personal dynamics are important to making them successful. Big data and analytics can support more flexible organizational structures, even for larger corporations. While this model is unlikely to supplant the standard corporate model, it will define an increasing share of the North American economy (and perhaps others) as it allows companies to grow in a more organic fashion. Many successful small and midsize businesses today could not have existed 20 years ago because their business structure would have been unworkable without today’s information technology. It would have been too difficult for them to assemble their talent (employees or contractors) or implement their business model with the cost and technical limitations of the IT and network technologies available in that era. So far, much of the focus on the impact of big data and related technologies has been on refining or extending existing use cases or tasks. This is understandable since this is where the immediate impact will fall. Over the coming decade, though, technologies for acquiring, organizing and analyzing ever-larger data sets will alter how executives manage business, continuing a long trend toward a more data-driven management style. Compared to even ten years ago, leaders pay considerably more attention to objective measures and metrics and rely less on gut feelings in making decisions. As companies acquire the ability to harness large quantities of business-related data and analyze it rapidly, good management teams will be able to get better results more consistently. Smaller companies will find they can have more of the capabilities of large organizations while large corporations will be able to become more agile in responding to markets and better coordinated in their responses. Technology can enable even elephants to dance. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_ibp_integrated_planning_enables_coordination-4.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": "Addressing Key Operational Risk Requirements", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2013/03/13/addressing-key-operational-risk-requirements", "datePublished": "13/03/2013", "dateModified": "13/03/2013", "articleBody": "I’ve frequently commented on the artificiality of the emerging software category of governance, risk and compliance (GRC). The term is used to a cover a combination of what were once viewed as stand-alone software categories, including IT governance, audit documentation and industry-specific compliance management, to name three examples. While it’s still common for specific types of software to be purchased piecemeal by different departments, these disparate areas have started a long convergence process. Since just about all controls and risk management efforts require a secure IT environment to be effective, there is a growing interdependence between effective IT governance and everything else connected with enterprise GRC. Our research has established that companies are immature with respect to their risk and compliance activities. One fertile area where most companies can make substantial improvements is in operational risk effectiveness. Although one-fifth or fewer said their operational risk controls are ineffective, even fewer rated them very effective. For example, just 20 percent said their company’s controls for natural disasters are ineffective, but only 15 percent assessed them as very effective; the rest rated their controls in the middle category, effective. Just 9 percent have controls for supply chain disruption, and therefore almost all must improvise in response to these relatively common occurrences. Certainly, companies with big, important brands pay attention to the risk of reputational loss. Yet even small businesses must now contend with the impact of negative reviews on a range of websites – assuming they even know that one has been posted. Just one in eight (13%) has effective controls to deal with natural disasters – and that’s the leading risk category. More than a decade after the Sarbanes-Oxley Act was enacted to address it, just 6 percent of companies say they have effective internal fraud controls. (For private U.S. companies, it doesn’t matter if they don’t document these controls, but for the sake of good governance they must be present and effective.) The research shows that companies are least good at controlling demand disruption (26% said their controls are ineffective and just 5% said they are very effective) and reputational loss (26% and 9%, respectively). The responses show that a majority of organizations believe they are doing reasonably well, but I disagree. “Somewhat effective” is a risky attitude. This type of thinking leads to complacency and a lack of effort to improve risk management. I think “very effective” ought to be the standard companies apply to their risk controls. Financial controls are easier to implement, and there is a long history of their use, yet here again many companies are lagging. Of six key financial risk management efforts we listed, participants identified as the most effective their controls for material financial misstatements (the key objective of the Sarbanes-Oxley Act), with 37 percent saying they are very effective and 51 percent calling them effective. Fewer rated their credit controls very effective (24%), though only 5 percent said they are ineffective. The explanation for this distinction may be that, whereas the consequences of material financial misstatements are direct and severe (likely requiring restatement of financial results and possibly a loss of investor credibility), there may be a strategic reason for a certain laxity in granting trade credit (such as trading off higher revenues against increased credit losses). Controlling risk through contingency planning was identified as the least effective control, with just 14 percent saying it is very effective and 34 percent labeling it ineffective. (Of course, in this case such an assessment is speculative.) Across industries, fire, insurance and real estate companies rated their risk management efforts more effective, likely because risk management is a well-established practice and readily quantifiable in that industry. Midsize companies rated their tax risk management as very effective much less often than larger ones, likely because they have fewer resources to devote to it; they also said more often they are ineffective at preventing disruption of funding. Managements in heavily regulated industries are more attuned to the risk of compliance failures. Those in financial services businesses are regularly focused on risk because it is a core competence (after all, risk is what insurance is all about). Other types of industries, however, pay less attention to managing risk and usually implement change after disaster strikes. Human nature being what it is, many successful executives and managers are less inclined to focus on risk, yet companies will find that regular risk reviews are in order to challenge assumptions and consider potential responses when unfavorable events occur. Along with this, companies must define and develop methods for spotting risk events sooner and responding faster. The research finds that one of most often identified benefits companies get from GRC efforts is being able to identify and manage risk faster (chosen by 79%), followed by improving the control environment (59%) and preventing situations from occurring because of neglect (54%). Managing risk and compliance effectively is an important component of good governance. Managing risk intelligently enables organizations to be more successful because it can deliver a competitive edge. Those businesses that are good at managing risk are able to make aggressive moves more prudently, spot negative trends faster, and respond more quickly and effectively when disaster strikes. Harnessing IT for more intelligent risk and compliance management is an important practice in operational risk management. Executives and managers must become familiar with the technology if they want to manage risks as intelligently as they should. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "http://cdn2.hubspot.net/hubfs/2035844/Imported_Blog_Media/vr_grc_operational_risk_effectiveness-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": "Companies Need Unified Approach to GRC for IT", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2012/07/12/companies-need-unified-approach-to-grc-for-it", "datePublished": "12/07/2012", "dateModified": "12/07/2012", "articleBody": "One of the most important trends in business over the past 20 years has been the broadening use of information technology to manage and support activities. In the early decades of business computing, companies developed islands of automation for largely numeric functions such as billing, inventory management and accounting. Each ran on a proprietary system and engaged the time of a relative handful of employees. Today, just about everyone works with an IT system for at least some of their operational or administrative tasks. They rely on these systems to support many of their daily routines, from recording transactions to using analytics to provide alerts, insights and decision support. Because the technology is involved in a wide-ranging set of business roles and deeply woven into business processes, companies need a comprehensive approach to addressing corporate governance, risk and compliance (GRC) requirements for their IT environment. In many organizations these systems are increasingly interdependent, necessitating comprehensive controls for the entire IT environment that are coherent and efficient from the users’ standpoint and potentially more effective from the IT department’s perspective; a comprehensive approach requires less work to manage and offers fewer points of potential failure. The need for this kind of approach was revealed in Ventana Research’s recent GRC benchmark research, in which 25 percent of participants in IT roles said they are dissatisfied with the technology their company uses to manage GRC requirements, and another 35 percent were only somewhat satisfied with what they have. Just 4 percent said they are very satisfied; the remaining one-third (36%) are simply satisfied. More effective technology for control systems is valuable because well-controlled IT environments are an effective barrier to control failures in risk and business management. And comprehensive governance methodologies are not only more effective but more efficient. In the old days, IT departments had to erect barriers to protect each stand-alone proprietary system and manage and monitor them separately (if they did it at all). Today, systems can be managed holistically, replacing the many little walls around islands of automation with a single secure perimeter within which many individual systems operate. Thus, rather than having to erect and manage new walls every time new systems are added, companies already have these components in place. For example, companies benefit by having consistent identity management and process controls to ensure they are effectively managing and mitigating the risk of fraud, errors, omissions and intrusions. As to the last, our GRC research shows that one-fourth (26%) of very large companies (those with 10,000 or more employees) experienced a breach of data privacy or data security in the prior 12 months. Although some organizations have already adopted a comprehensive approach to identity management and process controls, most have not. The research shows that just 10 percent of large companies (those with 1,000 or more employees) have fully automated their identity controls, and another 43 percent have mostly automated them. The rest have limited or no automation in place. Historically, these issues have been handled largely as afterthoughts; we assert that this is a mistake. The importance of managing risk more effectively and the expanding list of regulatory and legal requirements corporations face have increased the need for software and systems that can provide full control, aid oversight and automate the execution of mechanical tasks. Since information technology can (and should) play an ever more integral role in governance, risk management and compliance functions, and because individual software applications and tools can (and should) be applied to these requirements, companies need to approach their GRC efforts comprehensively and consider the information technology requirements for identity and access management and process controls to be a core discipline. Identity and access management and process controls are two sets of IT infrastructure elements that can make risk and compliance management efforts more efficient and more effective. Companies must be certain that they give permissions and rights to the appropriate people, and that these people are who they claim to be. Thus, access controls, which depend on managing user identities effectively, are central to enforcing the separation-of-duties (SOD) controls that are applied where more than one person is required to complete a task. Historically, separation of duties was largely a finance department issue, driven by fraud concerns; today it’s a necessary part of IT department management, needed to ensure the integrity of systems – people who make changes to code can’t be the same people who certify these changes. Similar controls are needed for processes throughout a company where it’s necessary to separate duties for external regulatory or legal compliance or internal compliance and risk management. Process control software enables companies to monitor activities within software applications and IT systems to ensure that things are being done “by the book,” with all steps in a process defined and executed in the correct order and in a timely fashion after the required sign-offs have been obtained. The escalation in outsourcing activities and the globalization of supply chains increase the importance of these process controls to keep things from falling into cracks, and to check, inspect and document work performed by suppliers or contractors. Process control systems also can be used to spot suspicious activities, in real time if necessary. And such systems allow internal and external auditors to verify that controls are working. They enable easy analysis of system logs to spot suspicious activities such as intraday granting and rescinding of permissions or a higher-than-usual number of changes at the end of a month. Indeed, these are electronic versions of what auditors once used to do by hand, checking paper ledgers for erasures and examining handwriting to spot suspicious marks. Forensic accountants and other risk and fraud experts now can design controls that eliminate the need for heavy manual oversight. By having these controls in place, corporations can minimize the costly need for external and internal audits. Each of these basic capabilities – access control, identity management, transaction monitoring and controls monitoring – reduces the amount of audit activity needed, cuts the expense and effort of performing these tasks manually and significantly reduces the risk of fraud or errors stemming from poor or nonexistent controls. To the extent that it is feasible, we believe companies need to incorporate these infrastructure elements as a standard practice. Because IT systems are now at the center of handling most key processes, corporate governance and risk management increasingly call for a comprehensive approach on the part of IT departments. It’s time for IT departments that are lagging in their adoption of more effective controls to take a safer and more cost-effective approach. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "", "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": "Operational Risk Management Is a New Imperative", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2012/06/29/operational-risk-management-is-a-new-imperative", "datePublished": "29/06/2012", "dateModified": "29/06/2012", "articleBody": "Risk has always been an integral part of business, but our recent Governance, Risk and Compliance (GRC) benchmark research shows that companies deal with risk with varying degrees of effectiveness – especially operational risk. A majority of companies lag in their overall GRC maturity, as I covered in a recent blog post. Operational risk management should be of greater interest to executives today because they can have greater control of it than before. The expansion of IT systems to automate and support most business processes has made it easier than ever to measure, monitor and report on what’s going on in a company. It’s now practical to expand the scope of operational risk management and improve companies’ effectiveness in handling risk events when they occur. Our research shows that managing risk more effectively is the main reason why people want a better approach to GRC. Nearly eight out of 10 (77%) want to be able to identify and manage risks faster. Another 59 percent want to achieve a better risk control environment – for example, they want to ensure that rules and procedures are being followed. In many instances, it possible to use information technology to keep people from not following rules and policies. For example, there’s a long-standing approach to reducing financial fraud by having a policy for separation of duties that keeps people who approve invoices separate from those who sign checks or issue payment instructions. Because invoice approval and payment are done via computer systems today, the process can be designed to enforce separation of duties and to continuously monitor systems and process execution to ensure this policy is followed. Computing systems also can be used to stay on top of compliance to limit the chance that someone fails to do what they are supposed to do. Was a critical piece of maintenance performed on schedule? Has everyone who needed to sign off on a regulatory filing? Managing risk is an ongoing process that must be defined, refined and re-examined regularly. Managing risk effectively means having ongoing discussions about risk, usually face to face. But IT is a critical piece of effective risk management. Technology can automate many aspects of risk management – separation of duties and identity management are two examples. Reporting systems can be used to enable managers and executives to monitor operations more efficiently by reliably providing alerts but only doing so when some situation requires their attention. One analytic technique that’s applicable to managing operational risks is predictive analytics, a subject I’ve covered in the past. “Predictive” does not necessarily mean that you can foretell the future; rather, this approach sifts through a lot of data, tells you if some key aspect of the business is behaving the way it should and alerts someone if it isn’t. Do order patterns signal a problem? If you can spot the negative trend on the fifth business day of the month rather than in the monthly review, you may be able to address the causal factors before you have a big problem. Predictive analytics can inform managers that they will need to add shifts or workers to address some supply chain snag that has developed. Predictive analytics is a powerful tool that’s becoming increasingly accessible to many businesses. However, many companies face a fundamental issue: They don’t have the data. Our research shows a mixed picture. Participants were pretty much split on how easy it is to access and use the data necessary to measure and assess risk. About half (53%) took the middle ground, saying that is neither easy nor difficult. Of the remainder, 24 percent said it’s easy or very easy and 19 percent said it’s difficult. Companies are not completely ineffective in managing operational risks – only about one in five said they have ineffective operational risk controls for handling natural disaster, supply chain disruption, competitive threats, reputation loss, internal fraud and demand disruption. (I think this is because companies that have ineffective controls usually go out of business.) However, the data also shows that even fewer rate their risk controls as very effective. For example, only 15 percent assessed their controls for natural disasters as very effective, and just 12 percent rated their supply chain controls as very effective. The research shows that companies are least good at controlling the impact of demand disruption: More than one-fourth said their controls are ineffective while just 5 percent said they are very effective. Just 8 percent are very effective at controlling separation of duties and sources of internal fraud at an operational level. While most companies rate themselves somewhere in the middle, I think “very effective” ought to be the standard companies apply to their operational risk management. And the fact that a majority of organizations think they’re doing reasonably well in controlling operational risk is itself a risk. This sort of assessment typically leads to complacency and a lack of effort to improve operational risk management. Managing risk intelligently is one of the key capabilities of successful organizations because it can deliver a competitive edge. Companies that are good at managing risk can make aggressive moves more prudently, spot negative trends faster and respond more quickly and effectively when disaster strikes. IT continues to be one of the main sources of innovation in operational risk management. Executives and managers must become familiar with the technology if they want to manage risks as intelligently as they should. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "", "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": "Companies Are Lagging in GRC Maturity", "mainEntityOfPage": "https://robertkugel.isg-one.com/robert-kugel/2012/06/07/companies-are-lagging-in-grc-maturity", "datePublished": "07/06/2012", "dateModified": "07/06/2012", "articleBody": "Ventana Research recently completed benchmark research on governance, risk and compliance (GRC), three business activities that are naturally linked. Although managing them requires separate and sometimes very different processes, on the whole these activities affect each other: Effective corporate governance ensures compliances with laws, regulations and company policies, and without governance, there’s no way to control risk. Separately or considered together, managing governance, risk and compliance is increasingly important. Risk is part of any business undertaking and comes in many forms. Managing it involves anticipating negative events, understanding their costs, determining whether potential benefits outweigh the risks, and applying controls to prevent risk events or mitigate their impacts if they occur. Managing risk intelligently is a hallmark of successful companies. Similarly, compliance with existing laws and regulations is essential. Governance ensures that processes are in place to perform legally mandated tasks (such as filing forms or performing tests) in ways that reduce or eliminate the risks and consequences of failing to meet requirements. Automating tasks in governance, risk and compliance can enable organizations to complete them regularly and quickly while avoiding both errors that mean having to redo the tasks and the costs of mismanaged risks or inadequate compliance. Software that automates aspects of GRC management processes, from collecting data to analyzing it to submitting status updates or reports, can monitor risks and alert people when thresholds are passed. It likewise can manage the steps required for compliance approval. Yet it seems that most organizations don’t deal effectively with GRC. Our research finds a solid majority of companies (63%) in the bottom half of our maturity distribution in their management of governance, risk and compliance. Our analysis, which assesses maturity in four organizational categories, found that companies are more mature in People and Process and less mature in Technology and Information. In both the last two categories, more than 70 percent of research participants ranked at the two lowest maturity levels. Regarding Information, the research uncovered what we view as a lack of engagement in the core issue of access to and use of the data necessary to measure and assess risk. One barrier that many companies face is their use of spreadsheets in GRC processes, which by themselves can introduce unacceptable levels of risk and errors. Among the factors holding companies back here is that, like so many purely administrative tasks, corporations (especially those that are not heavily regulated) look to satisfice their compliance obligations, not optimize them. Investments that could improve the efficiency of these processes have a low priority. Another factor is that while risk management is a well-understood business requirement in financial services, with centuries of established practices and metrics, it’s much less well developed in most other industries. Companies typically consider risk in business decisions, but they do so more informally and in an inconsistent fashion. Thus, critical information needed for formal risk measurement and assessment is either not captured by a company’s IT systems or captured in a form that it is not useful for this purpose. It’s certainly true that governance, risk and compliance activities do not generate revenue and rarely confer a strategic advantage. Nonetheless, organizations should not treat these activities lightly. Most companies do not need to make wholesale changes to their business priorities to add GRC processes, and they don’t need to make major investments to achieve measurable improvements in how they execute these processes or manage risks. Simply automating the processes as much as possible lets companies meet requirements while cutting the time and effort to manage them. At present there are no software tools that address GRC as a package, as we’ve noted before. Our benchmark research shows that as organizations begin to consider options for each facet of their GRC compliance – whether financial, operational or IT – they must look for practical qualities in software, particularly usability and functionality, that will help them complete tasks more easily. We expect to see a market developing to handle GRC as a platform as vendors build more unified and coherent arrays of offerings. I expect the driver of this to be a desire by large consulting partners with broad GRC practices to work with a limited set of vendors. Since many GRC projects require a heavy dose of intellectual property and expertise, I believe customers will find value in working with one or possibly two vendors, blending their intellectual property with packaged software. Organizations that take these steps will be more confident that they handle GRC well and turn their attention to other activities that directly impact their success. Regards, Robert Kugel – SVP Research", "image": { "@type": "ImageObject", "url": "", "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> <!--[if lte IE 8]> <script charset="utf-8" src="https://js.hsforms.net/forms/v2-legacy.js"></script> <![endif]--> <script data-hs-allowed="true" src="/_hcms/forms/v2.js"></script> <script data-hs-allowed="true"> var options = { portalId: '2035844', formId: 'fa276fc9-9a16-4673-a644-1fcbedcc3c24', formInstanceId: '6668', pageId: '4387296360', region: 'na1', inlineMessage: "Thanks for subscribing!", rawInlineMessage: "Thanks for subscribing!", hsFormKey: "c27f7eef0ad25498f646aca3d850ba17", css: '', target: '#hs_form_target_module_1552944263900179', contentType: "listing-page", formsBaseUrl: '/_hcms/forms/', formData: { cssClass: 'hs-form stacked hs-custom-form' } }; 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