{"id":196546,"date":"2025-07-23T06:06:00","date_gmt":"2025-07-23T05:06:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=196546"},"modified":"2025-07-14T18:06:48","modified_gmt":"2025-07-14T17:06:48","slug":"all-about-hyperautomation","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/all-about-hyperautomation","title":{"rendered":"Hyperautomation: definition, challenges, concrete examples"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"196546\" class=\"elementor elementor-196546\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5e0bd56 e-flex e-con-boxed e-con\" data-id=\"5e0bd56\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d126e8 elementor-widget elementor-widget-text-editor\" data-id=\"5d126e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><b>Hyperautomation&#8230; At first glance, it may seem like a daunting term. However, this technical concept represents a significant transformation. It aims to automate any task that can be automated using AI, robotics, and other technologies. The ultimate goal? To liberate teams from repetitive tasks, enhance overall efficiency, and minimize errors.<\/b><\/p><p><b>How does it actually work? Let this guide lead the way.<\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-873f6f9 e-flex e-con-boxed e-con\" data-id=\"873f6f9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e76354e elementor-widget elementor-widget-heading\" data-id=\"e76354e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-xl\">What is hyperautomation?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57882e6 elementor-widget elementor-widget-text-editor\" data-id=\"57882e6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The concept is uncomplicated: likely, you have already automated certain tasks within your job. For instance, you may use an application that identifies potential prospects for follow-up a week later, generating a corresponding list. Hyperautomation shares this philosophy but goes much further: it focuses on <\/span><b>automating entire processes<\/b><span style=\"font-weight: 400;\">. By utilizing AI, it can better analyze situations, facilitating decision-making followed by necessary actions.<\/span><\/p><p><span style=\"font-weight: 400;\">An example that demonstrates this vividly: A company receives hundreds of invoices through email, PDFs, and online forms. Traditionally, this requires <\/span><b>human supervision<\/b><span style=\"font-weight: 400;\"> for manual entry to arrange the data into a uniform model and produce a singular file for <\/span><b>data processing<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Let a <\/span><b>hyperautomation system<\/b><span style=\"font-weight: 400;\"> handle this task. This system will:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Extract key information (supplier, date, amount).<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Validate compliance with a model and make corrections if needed.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Direct all correctly formatted invoices to the accounting department.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Initiate payment for all compliant invoices while only bringing specific ones to the team&#8217;s attention.<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3dd79f1 elementor-widget elementor-widget-text-editor\" data-id=\"3dd79f1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">This approach yields a clear <\/span><b>time saving<\/b><span style=\"font-weight: 400;\">, a <\/span><b>reduction in errors<\/b><span style=\"font-weight: 400;\">, and thus a boost in efficiency.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67fdfa1 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"67fdfa1\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">More about hyperautomation<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bc2e9c8 e-flex e-con-boxed e-con\" data-id=\"bc2e9c8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5cfe52 elementor-widget elementor-widget-heading\" data-id=\"b5cfe52\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Why is hyperautomation a valuable?\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcb8ed6 elementor-widget elementor-widget-text-editor\" data-id=\"bcb8ed6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Automation is no longer optional; it&#8217;s a <\/span><b>critical necessity to remain competitive<\/b><span style=\"font-weight: 400;\">. With hyperautomation, however, organizations reach new heights as it requires a comprehensive analysis of company operations. It entails <\/span><b>redefining processes for greater efficiency<\/b><span style=\"font-weight: 400;\">, especially by pinpointing bottlenecks. Moreover, it&#8217;s crucial to distinguish which data is structured and which isn&#8217;t.<\/span><\/p><p><span style=\"font-weight: 400;\">At this juncture, identifying the most suitable technologies for your needs is key, like <\/span><b>RPA (Robotic Process Automation)<\/b><span style=\"font-weight: 400;\"> or <\/span><b>OCR (Optical Character Recognition for scanned documents)<\/b><span style=\"font-weight: 400;\">, etc. Undoubtedly, a phased approach is necessary, moving from simple to complex incrementally. The eventual gains will be noteworthy, and examples are forthcoming.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f43adb e-flex e-con-boxed e-con\" data-id=\"6f43adb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0838a2d elementor-widget elementor-widget-heading\" data-id=\"0838a2d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">The challenges of hyperautomation<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc6afb7 elementor-widget elementor-widget-text-editor\" data-id=\"dc6afb7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Hyperautomation comes with its share of challenges, addressing several vital aspects.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da28d01 elementor-widget elementor-widget-heading\" data-id=\"da28d01\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">A robust IT infrastructure<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92de892 elementor-widget elementor-widget-text-editor\" data-id=\"92de892\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The tools for data management and the existing <\/span><b>IT systems<\/b><span style=\"font-weight: 400;\"> must support hyperautomation. Be prepared: it sometimes requires <\/span><b>substantial investments<\/b><span style=\"font-weight: 400;\"> before this transformation can occur.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f6bb42 elementor-widget elementor-widget-heading\" data-id=\"5f6bb42\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Navigating the solutions landscape<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0cc0b78 elementor-widget elementor-widget-text-editor\" data-id=\"0cc0b78\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The market is rife with solutions. Choosing tools that integrate well and address your specific needs calls for a comprehensive <\/span><b>initial evaluation<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-edd0174 elementor-widget elementor-widget-heading\" data-id=\"edd0174\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Valuing human contribution<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dbc4a97 elementor-widget elementor-widget-text-editor\" data-id=\"dbc4a97\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Some employees might feel apprehensive about this shift, worried their jobs are at risk or that they lack proficiency with the new tools. It\u2019s crucial to <\/span><b>invest in training<\/b><span style=\"font-weight: 400;\"> to equip them with necessary skills and demonstrate that these tools serve to assist them, not replace them. <\/span><b>Automation<\/b><span style=\"font-weight: 400;\"> empowers them to focus on higher-value tasks where their creativity and expertise are essential.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72dd128 elementor-widget elementor-widget-image\" data-id=\"72dd128\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1500\" height=\"791\" src=\"https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-4.webp\" class=\"attachment-full size-full wp-image-196549\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-4.webp 1500w, https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-4-300x158.webp 300w, https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-4-1024x540.webp 1024w, https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-4-768x405.webp 768w\" sizes=\"(max-width: 1500px) 100vw, 1500px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17937f7 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"17937f7\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Learn how to deploy hyperautomation<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dce065e e-flex e-con-boxed e-con\" data-id=\"dce065e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f0bc77 elementor-widget elementor-widget-heading\" data-id=\"5f0bc77\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Key technologies of hyperautomation<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec3b5ad elementor-widget elementor-widget-heading\" data-id=\"ec3b5ad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Process Discovery<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9819c65 elementor-widget elementor-widget-text-editor\" data-id=\"9819c65\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Effective automation begins with understanding. <\/span><b>Process Discovery<\/b><span style=\"font-weight: 400;\">, powered by AI, maps every interaction among people, systems, and data. This provides a comprehensive <\/span><b>360\u00b0 analysis of operations<\/b><span style=\"font-weight: 400;\">: identifying bottlenecks, measuring delays, and targeting where automation will have the greatest impact.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-667a0a2 elementor-widget elementor-widget-heading\" data-id=\"667a0a2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Intelligent Document Processing<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c20b0a7 elementor-widget elementor-widget-text-editor\" data-id=\"c20b0a7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Intelligent Document Processing (IDP)<\/b><span style=\"font-weight: 400;\"> allows scanning of invoices, contracts, forms, and other documents, extracting text and enhancing it. This means hundreds of claims can be validated each day without human involvement.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c90f3b elementor-widget elementor-widget-heading\" data-id=\"7c90f3b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Low-code<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d723c6d elementor-widget elementor-widget-text-editor\" data-id=\"d723c6d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">No need to be a developer to design automations. Thanks to <\/span><a href=\"https:\/\/datascientest.com\/en\/all-about-oracle-apex\"><span style=\"font-weight: 400;\">low-code platforms<\/span><\/a><span style=\"font-weight: 400;\">, any team member can create, test, and deploy workflows.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e09fa4 elementor-widget elementor-widget-heading\" data-id=\"8e09fa4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">RPA and intelligent automation<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7dbcde4 elementor-widget elementor-widget-text-editor\" data-id=\"7dbcde4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Robotic Process Automation (RPA)<\/b><span style=\"font-weight: 400;\"> replicates human clicks and inputs to handle repetitive tasks. An application might categorize incoming emails, extract attachments, and then initiate a suitable workflow.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56caa34 elementor-widget elementor-widget-heading\" data-id=\"56caa34\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9682677 elementor-widget elementor-widget-text-editor\" data-id=\"9682677\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">An AI-driven chatbot can typically <\/span><b>resolve 70% of the most frequent queries<\/b><span style=\"font-weight: 400;\">, directing only complex scenarios to a human.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ec5d5b elementor-widget elementor-widget-heading\" data-id=\"1ec5d5b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">iPaaS<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8748aa elementor-widget elementor-widget-text-editor\" data-id=\"d8748aa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Integration platforms (iPaaS) aid in <\/span><b>managing application workflow orchestration<\/b><span style=\"font-weight: 400;\">. An order can automatically generate a corresponding invoice, update inventory, and initiate warehouse preparation.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd383c1 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"cd383c1\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Training in artificial intelligence<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9f67079 e-flex e-con-boxed e-con\" data-id=\"9f67079\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9985913 elementor-widget elementor-widget-heading\" data-id=\"9985913\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Concrete case studies<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20cd9c4 elementor-widget elementor-widget-heading\" data-id=\"20cd9c4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Airbus<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e98006a elementor-widget elementor-widget-text-editor\" data-id=\"e98006a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">This aerospace company reduced the processing time for expense reports from 3 weeks to just a few days, also halving the workload involved. An <\/span><b>OCR (Optical Character Recognition)<\/b><span style=\"font-weight: 400;\"> app scans and interprets receipts, and an <\/span><a href=\"https:\/\/datascientest.com\/en\/algorithm-what-is-it\"><span style=\"font-weight: 400;\">AI algorithm<\/span><\/a><span style=\"font-weight: 400;\"> reconciles them with approved expenses and identifies anomalies.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4497c3 elementor-widget elementor-widget-heading\" data-id=\"d4497c3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Equinix<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0561cc7 elementor-widget elementor-widget-text-editor\" data-id=\"0561cc7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Managing data centers, this company saved 14,000 hours annually on invoice management using OCR and AI. Supplier invoices are automatically processed, with only uncertain cases brought to employee attention.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c9afcb elementor-widget elementor-widget-heading\" data-id=\"8c9afcb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Inter Aduaneira<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f21c22f elementor-widget elementor-widget-text-editor\" data-id=\"f21c22f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A maritime logistics firm, Inter Aduaneira implemented RPA to monitor stock levels, automatically trigger <\/span><b>orders<\/b><span style=\"font-weight: 400;\">, and optimize <\/span><b>shipping schedules<\/b><span style=\"font-weight: 400;\">. This led to a 30% reduction in delays and a 15% decrease in operational costs.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ecf949f e-flex e-con-boxed e-con\" data-id=\"ecf949f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-654846d elementor-widget elementor-widget-heading\" data-id=\"654846d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-xl\">Hyperautomation is now!<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-529313b elementor-widget elementor-widget-text-editor\" data-id=\"529313b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">What more is there to say? The examples provided make the case clear. Hyperautomation is already a reality in numerous sectors, <\/span><b>offering time savings, cost reductions, and quality improvements<\/b><span style=\"font-weight: 400;\">. Who will be next?<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c09b01e elementor-widget elementor-widget-image\" data-id=\"c09b01e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1500\" height=\"1000\" src=\"https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-3.webp\" class=\"attachment-full size-full wp-image-196550\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-3.webp 1500w, https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-3-300x200.webp 300w, https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-3-1024x683.webp 1024w, https:\/\/datascientest.com\/en\/files\/2025\/05\/hyperautomatisation-datascientest-3-768x512.webp 768w\" sizes=\"(max-width: 1500px) 100vw, 1500px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-367e774 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"367e774\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our AI courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-63384e2 e-flex e-con-boxed e-con\" data-id=\"63384e2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0ff18a7 elementor-widget elementor-widget-html\" data-id=\"0ff18a7\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"What is hyperautomation?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Hyperautomation focuses on automating entire processes using AI to analyze situations and facilitate decision-making followed by necessary actions.\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"Why is hyperautomation a valuable asset for a company?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Hyperautomation requires a comprehensive analysis of company operations and redefines processes for greater efficiency, especially by pinpointing bottlenecks.\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"What are the challenges of hyperautomation?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Challenges include the need for a robust IT infrastructure, navigating the solutions landscape, and valuing human contribution through training and support.\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"What are the key technologies of hyperautomation?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Key technologies include Process Discovery, Intelligent Document Processing, Low-code platforms, Robotic Process Automation, AI, and Integration platforms (iPaaS).\"\r\n      }\r\n    },\r\n    {\r\n      \"@type\": \"Question\",\r\n      \"name\": \"What are some concrete case studies of hyperautomation?\",\r\n      \"acceptedAnswer\": {\r\n        \"@type\": \"Answer\",\r\n        \"text\": \"Airbus reduced expense report processing from 3 weeks to days using OCR and AI; Equinix saved 14,000 hours annually on invoice management; Inter Aduaneira cut delays by 30% using RPA.\"\r\n      }\r\n    }\r\n  ]\r\n}\r\n<\/script>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Hyperautomation&#8230; At first glance, it may seem like a daunting term. However, this technical concept represents a significant transformation. It aims to automate any task that can be automated using AI, robotics, and other technologies. The ultimate goal? To liberate teams from repetitive tasks, enhance overall efficiency, and minimize errors. How does it actually work? [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":196548,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2427,2425],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Hyperautomation: definition, challenges, concrete examples<\/title>\n<meta name=\"description\" content=\"Discover hyperautomation: a revolution that combines AI, RPA, and low-code to automate all business processes, reduce costs, and increase efficiency.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/en\/all-about-hyperautomation\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hyperautomation: definition, challenges, concrete examples\" \/>\n<meta property=\"og:description\" content=\"Hyperautomation... 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