{"id":4736,"date":"2025-11-18T19:32:20","date_gmt":"2025-11-18T19:32:20","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=4736"},"modified":"2025-11-18T21:11:11","modified_gmt":"2025-11-18T21:11:11","slug":"bluprism-smartflow-ai-based-robotic-process-automation-rpa","status":"publish","type":"post","link":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=4736","title":{"rendered":"Blue Prism SmartFlow, AI-based Robotic Process Automation (RPA)"},"content":{"rendered":"\n<figure class=\"wp-block-audio\"><audio controls src=\"http:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2025\/11\/Beyond_Brittle_Bots__How_AI_Agents_Master_Mobile_UI_Text-to-Wo.mp3\"><\/audio><\/figure>\n\n\n\n<p>PODCAST: <a href=\"https:\/\/notebooklm.google.com\/notebook\/a525915e-6fd1-4a57-a058-ba2661fc0fc7\">explore the advancement of\u00a0<strong>automation systems<\/strong>\u00a0beyond traditional Robotic Process Automation (<strong>RPA<\/strong>)<\/a>, leveraging\u00a0<strong>Large Language Models (LLMs)<\/strong>\u00a0and deep learning for greater adaptability and cognitive capabilities. The first paper introduces\u00a0<strong>UINav<\/strong>, a system for\u00a0<strong>mobile UI automation agents<\/strong>\u00a0designed to execute human tasks on devices like Android phones, achieving high accuracy through an error-driven training process and novel techniques like utterance masking. The second source presents\u00a0<strong>SmartFlow<\/strong>, an AI-based RPA system that combines\u00a0<strong>LLMs with computer vision<\/strong>\u00a0and natural language processing to generate navigation workflows for automating web application tasks, demonstrating robustness across diverse GUI layouts. Finally, the third paper proposes\u00a0<strong>Text2Workflow<\/strong>, a method that uses a multi-layered LLM prompting strategy to generate executable\u00a0<strong>business process workflows<\/strong>\u00a0in\u00a0<strong>JSON format<\/strong>\u00a0from natural language requests, aiming for generalized automation across various tools and APIs and significantly outperforming single-prompt baselines.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>PODCAST: explore the advancement of\u00a0automation systems\u00a0beyond traditional Robotic Process Automation (RPA), leveraging\u00a0Large Language Models (LLMs)\u00a0and deep learning for greater adaptability and cognitive capabilities. The first paper introduces\u00a0UINav, a system for\u00a0mobile UI automation agents\u00a0designed to execute human tasks on devices like Android phones, achieving high accuracy through an error-driven training process and novel techniques like utterance&hellip;&nbsp;<a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?p=4736\" rel=\"bookmark\"><span class=\"screen-reader-text\">Blue Prism SmartFlow, AI-based Robotic Process Automation (RPA)<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":2397,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[14,7],"tags":[],"class_list":["post-4736","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-podcast","category-the-truben-show"],"_links":{"self":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/4736","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4736"}],"version-history":[{"count":2,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/4736\/revisions"}],"predecessor-version":[{"id":4740,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/posts\/4736\/revisions\/4740"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/media\/2397"}],"wp:attachment":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4736"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4736"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4736"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}