Robotic Process Automation: RPA Today

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console.debug('more mutations'); if (mutation.target.classList.contains('pushdown-banner') && !isPatched) { console.debug('found the pushdownBanner'); //do something here pushDownBannerObserver.disconnect(); isPatched = true; continueWithThePatching(); } } } }; const sanitizeAnalyticsHref = (ctaHref = '') => { // we need to check if this is an absolute or relative link var urlPattern = /^https?:\/\//i; let finalURL = null; if (urlPattern.test(ctaHref)) { finalURL = new URL(ctaHref); } else { finalURL = new URL(`https://${window.location.hostname}/${ctaHref}`); } let linkPathName = finalURL.pathname; if (linkPathName.includes('//')) { linkPathName = linkPathName.replace('//', '/'); } return `${finalURL.hostname}${linkPathName}`; }; const setAnalyticEvents = (elementContainer = '') => { if (elementContainer === null || elementContainer === '' || elementContainer.length === 0) return new Error(`The element passed to the analitycs processor is empty...`); const anchorList = 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pushDownBannerElementHeight + headerElementHeight; let bannerSpecialStyle; // Adding some pushdown banner height patch const specialCSS = ` @media (max-width: 767px) { html.hasBanner #splunk-main-content { animation-name: showBannerMobileConfClose !important; } html.hasBanner.showBanner #splunk-main-content { animation-name: showBannerMobileConf !important; } @keyframes showBannerMobileConf { 0% { margin-top: 0px; } 100% { margin-top: ${totalHeight}px; } } @keyframes showBannerMobileConfClose { 0% { margin-top: ${totalHeight}px; } 100% { margin-top: 0px; } } } `; if (bannerSpecialStyle === undefined){ let updatedCSSNode = document.createElement('style'); updatedCSSNode.setAttribute('id', "bannerSpecialStyles"); updatedCSSNode.textContent = specialCSS; document.head.appendChild(updatedCSSNode); bannerSpecialStyle = document.querySelector('#bannerSpecialStyles'); } else { bannerSpecialStyle.textContent = specialCSS; } } // Analytics patch const getTheBaseURLfromTheButton = (buttonElement = null) => { if (buttonElement === null) return new Error(`Push Down banner's button was not found...`); //first we get the href from the element const originalLink = buttonElement.getAttribute(`href`); //Now we assign it into the returning variable let processedURL = originalLink.trim(); //Now we proceed to remove the base of the url 'http://' or 'https://' processedURL = processedURL.replace('https://', ''); processedURL = processedURL.replace('http://', ''); // Now we proceed to check if the last character is a forward slash if (processedURL.endsWith('/')) { processedURL = processedURL.slice(0, -1); } return processedURL; }; const processAnalyticsComponentName = (ctaText = '') => { return ctaText.replaceAll(" ", "-").toLowerCase(); }; if (pushDownBannerElement !== null) { console.debug('push down banner found, patching click...'); // now we try to get the info from the button assigned const psbButtonElementSpan = pushDownBannerElement.querySelector(".pushDownBanner-ctaButton .splunk-btn span"); const psbButtonElementURL = pushDownBannerElement.querySelector(".pushDownBanner-ctaButton .splunk-btn").getAttribute('href'); const psbButtonElementText = pushDownBannerElement.querySelector(".pushDownBanner-ctaButton .splunk-btn").innerText; const analyticsComponentName = processAnalyticsComponentName(psbButtonElementText); console.log('isHomepage',isHomepage); if (isHomepage) { $('#pushdown-banner .pushDownBanner-backgroundImageSection').on('click', function () { console.debug('click homepage'); window.dataLayer.push({ event: "linkClick_hp", eventInfo: { category: "All clicks on CTA Button", eventLabel: `${psbButtonElementSpan.innerHTML}`, clickUrl: `${window.location.hostname}/${homepageAnalitycsLocaleCode}`, component: `pushDownBanner_${analyticsComponentName}_splunk-button`, componentName: "splunk-button", container: "PushDownBanner", destinationUrl: sanitizeAnalyticsHref(psbButtonElementURL), modernization: !0, }, }); //GA4 DataLayer Push 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link_position: 'PushDownBanner', }); }); } else { $('#pushdown-banner .pushDownBanner-backgroundImageSection').on('click', function () { console.debug('click non homepage'); window.dataLayer.push({ event: "linkClick", eventInfo: { category: "All clicks on CTA Button", eventLabel: `${psbButtonElementSpan.innerHTML}`, clickUrl: `${window.location.hostname}/${homepageAnalitycsLocaleCode}`, component: `pushDownBanner_${analyticsComponentName}_splunk-button`, componentName: "splunk-button", container: "PushDownBanner", destinationUrl: sanitizeAnalyticsHref(psbButtonElementURL), modernization: !0, }, }); //GA4 DataLayer Push window.dataLayer.push({ event: 'link_click', link_text: `${psbButtonElementSpan.innerHTML}`, link_domain: `${window.location.hostname}`, link_url: sanitizeAnalyticsHref(psbButtonElementURL), link_position: 'PushDownBanner', }); }); $('#pushdown-banner .pushDownBanner-container').on('click', function () { console.debug('click non homepage'); window.dataLayer.push({ event: "linkClick", eventInfo: { category: "All clicks on CTA Button", eventLabel: `${psbButtonElementSpan.innerHTML}`, clickUrl: `${window.location.hostname}/${homepageAnalitycsLocaleCode}`, component: `pushDownBanner_${analyticsComponentName}_splunk-button`, componentName: "splunk-button", container: "PushDownBanner", destinationUrl: sanitizeAnalyticsHref(psbButtonElementURL), modernization: !0, }, }); //GA4 DataLayer Push window.dataLayer.push({ event: 'link_click', link_text: `${psbButtonElementSpan.innerHTML}`, link_domain: `${window.location.hostname}`, link_url: sanitizeAnalyticsHref(psbButtonElementURL), link_position: 'PushDownBanner', }); }); } console.debug('page patched'); } }; }; document.addEventListener('load', setBannerBackgroundClickAnalytics()); } })(jQuery); </script> <style> /* temporal patch for globalNav V2 with banner */ html.hasBanner.showBanner .splunk-header-v2-mobile .navSecondaryLevel { padding-bottom: 150px; } </style> </section> </div> <div class="plain-html 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href="/etc.clientlibs/splunk/core/components/content/sub-nav/v1/sub-nav/clientlibs.415912eef7d03c4f381ff67665caaada.css" type="text/css"> <script type="text/javascript" src="/etc.clientlibs/splunk/core/components/content/sub-nav/v1/sub-nav/clientlibs.b603b26ce141ae9a2720de1efb7bf898.js"></script> </div> </div> </div> </div> </div></div> </div> <div class="blog_details blog-detail-page base-component parbase aem-GridColumn aem-GridColumn--default--12">  <div class="splunkBlogsArticle-Wrapper splunk-fullBleed-width"> <div class="splunkBlogsArticle-header-Wrapper">  <div class="splunkBlogsArticle-header-breadcrumbs splunk-grid-container">  <div class="splunkBlogsArticle-header-tagCategory"> <a href="/en_us/blog/learn.html" class="splunkBlogsArticle-tagElement" data-track-analytics="true">Learn</a> </div> <div class="splunkBlogsArticle-header-date">March 13, 2024</div> |  <div class="splunkBlogsArticle-header-readTime">5 Minute Read</div> </div> <div class="splunkBlogsArticle-header-hero splunk-grid-container"> <h1 class="splunkBlogsArticle-header-hero-headingContainer">  Robotic Process Automation: RPA Today </h1> <div class="splunkBlogsArticle-header-hero-imageContainer">  <img src="/content/dam/splunk-blogs/images/en_us/2024/03/robotic-process-automation-rpa0.jpg" loading="lazy"/> </div> </div> </div> <div class="splunkBlogsArticle-body-Wrapper splunk-grid-container">  <div class="splunkBlogsArticle-body-header">  <div class="splunkBlogsArticle-body-headerAuthorSection ">By <a href="/en_us/blog/author/austin-chia.html">Austin Chia</a> </div> <div class="splunkBlogsArticle-body-headerSocialIconsSection"> <div> <div id="experience-fragment-2b5bf0ea7d" class="cmp-experiencefragment cmp-experiencefragment--social-share"> <div class="xf-content-height"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="responsivegrid aem-GridColumn aem-GridColumn--default--12"> <div class="aem-Grid aem-Grid--12 aem-Grid--default--12 "> <div class="socialband base-component parbase aem-GridColumn aem-GridColumn--default--12">  <div class="social-band-wrapper splunk2-background splunk-white ">  <div class="social-band horizantal align-left enable-social-share"> <ul class="social-band__icons "> <li class="icon"> <a data-track-analytics="true" target="_blank" data-platform="twitter" title="Share on X" class="twitter button-wrap"> <span class="twitter social-icon splunk-gray-darker" style="color: splunk-gray-darker"></span> <span class="sr-only">Share on X</span> </a> </li> <li class="icon"> <a data-track-analytics="true" target="_blank" data-platform="facebook" title="Share on Facebook" class="facebook button-wrap"> <span class="facebook social-icon splunk-gray-darker" style="color: splunk-gray-darker"></span> <span class="sr-only">Share on Facebook</span> </a> </li> <li class="icon"> <a data-track-analytics="true" target="_blank" data-platform="linkedin" title="Share on LinkedIn" class="linkedin button-wrap"> <span class="linkedin social-icon splunk-gray-darker" style="color: splunk-gray-darker"></span> <span class="sr-only">Share on LinkedIn</span> </a> </li> </ul> </div> </div> <link rel="stylesheet" href="/etc.clientlibs/splunk/core/components/content/socialband/v1/socialband/clientlibs.9415eb97057078d4b131096d3024faa3.css" type="text/css"> <script type="text/javascript" src="/etc.clientlibs/splunk/core/components/content/socialband/v1/socialband/clientlibs.03f9deacfaa4fe0e21ee7952f3e6b54f.js"></script> </div> </div> </div> </div> </div></div> </div> </div> </div> <div class="splunkBlogsArticle-body-content">   <div> <div class="text base-component parbase">  <div class="cmp-text rte-container"> <p>Our world moves rapidly. Among the trends in boosting productivity to match this rapid pace is Robotic Process Automation (RPA). Robotic Process Automation is reshaping how businesses operate, with<a href="https://www2.deloitte.com/ro/en/pages/technology-media-and-telecommunications/articles/deloitte-global-rpa-survey.html" rel="noopener"> 78% of companies </a>expecting to invest more in RPA after they’ve implemented it.</p> <p>By automating routine tasks, RPA frees up time for employees to focus on more complex work. This technology enables organizations to: </p> <ul> <li>Streamline operations.<br /> <br /> </li> <li>Reduce errors.<br /> </li> <li>Ultimately, increase overall profitability.</li> </ul> <p><br /> But what exactly does it entail? Read on for an introduction to this technology.</p> <h2>What is Robotic Process Automation?</h2> <p>Robotic Process Automation (RPA) is a transformative technology that automates structured, rules-based business processes. It works by deploying "robots" or software applications that mimic human interactions with digital systems, executing tasks — such as data entry, transaction processing, and email management — with unparalleled precision and speed.</p> <p>At its essence, RPA enhances operational excellence within organizations. It acts as a digital workforce that tirelessly performs repetitive tasks, allowing humans to be put in charge of more strategic or creative tasks.</p> <p>Being especially useful for high-volume, low-complexity work, the bots become essential assets in driving efficiency, <a href="https://www.splunk.com/en_us/blog/learn/regulatory-compliance.html">enforcing compliance</a>, and optimizing resource allocation in various business landscapes.</p> <p><i>(The good, the bad, the ugly: <a href="https://www.splunk.com/en_us/blog/learn/bots-types.html">learn about different types of bots</a>.)</i></p> <h3>Core principles of RPA</h3> <p>Robotic Process Automation relies on bots performing tasks by replicating human actions within digital systems. They operate seamlessly, following predefined rules and logic.</p> <p>Other principles at the heart of RPA include:</p> <ul> <li><b>Scalability:</b> The ability to handle an increasing workload by adding more robots.<br /> <br /> </li> <li><b>Flexibility:</b> The capacity to adapt and work with various systems, data sources, and applications.<br /> <br /> </li> <li><b>Reliability:</b> Robotic bots are consistent in their performance, <a href="https://www.splunk.com/en_us/blog/learn/red-monitoring.html">minimizing errors and downtime</a>.<br /> <br /> </li> <li><b>Ease of use:</b> RPA solutions are designed to be intuitive and user-friendly, requiring minimal technical knowledge to operate.<br /> <br /> </li> <li><b>Cost-effectiveness:</b> Compared to hiring additional human resources for repetitive tasks, RPA is a more cost-effective solution in the long run.</li> </ul> <h3><br /> RPA vs. traditional automation</h3> <p>RPA is often compared to traditional automation tools, such as Business Process Management (BPM) and Business Process Automation (BPA). </p> <p>While these technologies have similar goals of improving efficiency and reducing costs, RPA stands out for its ability to integrate with existing systems without the need for significant changes or coding. This makes it a more agile and cost-effective solution.</p> <p>Another key difference is the user interface. RPA uses a graphical user interface (GUI) to interact with applications, making it easier for non-technical users to create and manage automation workflows.</p> <p>(Want to increase agility? <a href="https://www.splunk.com/en_us/blog/learn/agile-transformation.html">Read about agile transformation.</a>)</p> <h3>Is RPA the same as AI?</h3> <p>RPA is often confused with Artificial Intelligence (AI) due to their similar goal of automating tasks. However, there are significant differences between the two technologies:</p> <ul> <li>RPA focuses on rule-based and repetitive tasks. <br /> <br /> </li> <li>AI involves intelligent decision-making based on<a href="https://www.splunk.com/en_us/blog/learn/data-analytics.html"> data analysis</a> and machine learning algorithms. </li> </ul> <p><br /> RPA does not have cognitive abilities like AI, but it can integrate with AI solutions.</p> <p>When the two technologies are combined, they can create a powerful automation solution that combines the efficiency of RPA with the intelligence of AI. This is known as Intelligent Automation (IA).</p> <h2>Benefits of RPA</h2> <p>By automating repetitive tasks, RPA provides some key benefits:</p> <ul> <li><b>Increased efficiency.</b> By removing the need for human intervention in repetitive tasks, RPA enables faster and error-free process execution.<br /> <br /> </li> <li><b>Cost savings.</b> With bots performing mundane tasks, organizations can save on labor costs and redeploy employees to more value-added roles.<br /> <br /> </li> <li><b>Improved accuracy.</b> Bots are programmed to follow predefined rules and logic accurately, reducing human errors that could result from manual data entry.<br /> <br /> </li> <li><b>Enhanced agility.</b> RPA can quickly adapt to changing business needs, making it a valuable tool for companies in dynamic industries or facing constant changes.<br /> <br /> </li> <li><b>Better compliance.</b> With RPA, organizations can ensure regulatory compliance by consistently following predefined rules and procedures.</li> </ul> <h2><br /> Real-world use cases for RPA</h2> <p>Robotic Process Automation (RPA) is revolutionizing many industries, and here are some examples:</p> <h3>Finance</h3> <p>In finance institutions, operations are improved by automating loan processing and <a href="https://www.splunk.com/en_us/solutions/fraud-detection.html">fraud detection systems</a>. These virtual workforces tirelessly process applications, verify documents, and monitor transactions, enhancing both speed and reliability in high-stakes environments.</p> <p><i>(<a href="https://www.splunk.com/en_us/solutions/industries/financial-services.html">See how Splunk helps financial services build digital resilience</a>.)</i></p> <h3>Healthcare</h3> <p>In the healthcare sector, RPA has become key in managing patient records and scheduling. Bots work behind the scenes to:</p> <ul> <li>Ensure data consistency across platforms.<br /> <br /> </li> <li>Automatically update patient information.<br /> <br /> </li> <li>Optimize resource allocation by scheduling staff and equipment.</li> </ul> <p><br /> This synchronization affords healthcare professionals more time to focus on providing quality patient care rather than on administrative burdens.</p> <h3>Customer Service</h3> <p>RPA also plays a big part in helping with customer service. By handling routine queries and actions swiftly, RPA shortens response times and enhances satisfaction. This leads to a <a href="https://www.splunk.com/en_us/blog/learn/customer-experience-cx.html">seamless customer service experience</a>, boosting sustained loyalty and brand advocacy. </p> <p>High volumes of customer interactions are managed more effectively without sacrificing the personal touch critical for customer engagement.</p> <h2>Measuring the business impact</h2> <p>To measure RPA's impact, organizations must identify <a href="https://www.splunk.com/en_us/blog/learn/okr-kpi-metrics.html">performance indicators or metrics</a> to track the deployment and use of bots.</p> <p>Selecting appropriate metrics takes thoughtful consideration. They must capture the effects of process automation, from increased throughput to reduced error rates and cost savings. Ideally, these metrics should create a compelling narrative around the value of RPA investments by showcasing both efficiency gains and strategic impacts.</p> <p>These metrics could include:</p> <ul> <li><b>Time saved by automation.</b> This measures the hours saved by RPA performing tasks that would otherwise require human intervention.<br /> <br /> </li> <li><b>Cost savings.</b> Organizations can track the financial benefits of RPA by analyzing labor costs and resource allocation before and after deployment.<br /> <br /> </li> <li><b>Error rates.</b> By tracking error rates in manual processes versus automated ones, organizations can evaluate the impact of RPA on accuracy.<br /> <br /> </li> <li><b>Process cycle time.</b> This measures the time it takes for a process to complete from start to finish, including both human and bot involvement.</li> </ul> <p><i><br /> (A helpful way to understand impact: <a href="https://www.splunk.com/en_us/blog/learn/outputs-vs-outcomes.html">are you producing outputs or outcomes?</a>)</i></p> <h2>RPA challenges (and solutions)</h2> <p>As with any emerging technology, RPA also faces some challenges. Organizations must address these challenges to ensure successful implementation and maximize the benefits of RPA. Some common challenges include:</p> <p><b>Resistance to change.</b> Some employees may be hesitant or resistant to adopting new technologies, fearing job displacement. To overcome this, organizations can involve employees in the decision-making process and provide training to help them embrace RPA.</p> <p><i>(<a href="https://www.splunk.com/en_us/blog/learn/organizational-change-management.html">Explore strategies for organizational change</a>.)</i></p> <p><b>System compatibility.</b> RPA relies on system integration, and some legacy systems may not be compatible with automation. Organizations can address this by working with experienced RPA vendors who can advise on system compatibility and provide solutions for integration issues.</p> <p><i>(<a href="https://www.splunk.com/en_us/blog/learn/application-modernization.html">Learn about application modernization</a>.)</i></p> <p><b>Security concerns.</b> As RPA involves automating sensitive data and processes, there are valid security concerns that must be addressed. Organizations can mitigate these risks by implementing proper security protocols, such as <a href="https://www.splunk.com/en_us/blog/learn/rbac-vs-abac.html">access controls</a> and <a href="https://www.splunk.com/en_us/blog/learn/data-encryption-methods-types.html">encryption</a>.</p> <p><b>Maintenance and support.</b> RPA requires ongoing maintenance and support to ensure smooth operation. To address this, organizations can partner with reliable RPA vendors who offer regular updates, training, and technical support.</p> <h2>Thoughts on bots automation</h2> <p>In conclusion, Robotic Process Automation has quickly become an essential tool for organizations looking to streamline their operations. 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