{"id":77197,"date":"2023-11-21T03:46:36","date_gmt":"2023-11-21T08:46:36","guid":{"rendered":"https:\/\/blog.cyberconservices.com\/?p=77197"},"modified":"2023-11-19T15:09:52","modified_gmt":"2023-11-19T20:09:52","slug":"overview-of-intelligent-automation","status":"publish","type":"post","link":"https:\/\/blog.cyberconservices.com\/index.php\/2023\/11\/21\/overview-of-intelligent-automation\/","title":{"rendered":"Overview of Intelligent Automation"},"content":{"rendered":"<div>\n<p>Intelligent\u00a0<a href=\"https:\/\/www.eweek.com\/enterprise-apps\/what-is-automation\/\">automation<\/a>\u00a0is a smarter automation process that merges\u00a0<a href=\"https:\/\/www.eweek.com\/artificial-intelligence\/what-is-artificial-intelligence\/\">artificial intelligence<\/a>\u00a0and\u00a0<a href=\"https:\/\/www.eweek.com\/big-data-and-analytics\/machine-learning\/\">machine learning<\/a>\u00a0with robotic process automation to automate business process workflows and create intelligent, robotic agents that can take over some of an organization\u2019s workflow-based tasks.<\/p>\n<p><a href=\"https:\/\/www.eweek.com\/cloud\/robotic-process-automation-companies\/\">Robotic process automation<\/a>\u00a0bots alone can handle a number of automated business tasks. But they don\u2019t possess the additional human-like capabilities to go beyond routine training and take on new tasks that require cognitive and sensory capabilities.<\/p>\n<p>When combined with RPA, artificial intelligence and machine learning training give bots the algorithmic knowledge to comprehend and execute automated tasks at a deeper level. The training data involved in IA is typically a large set of data from various sources and in diverse formats: both structured and unstructured.<\/p>\n<p>In essence, this sophisticated AI training gives RPA-powered machines the capacity for decision intelligence, or at least the context to make data-driven decisions that feel independent from regular human intervention.<\/p>\n<p>But for bots to move beyond simple and routine task automations, they often require more than basic AI and ML algorithmic training. For example, a number of these bots are trained with\u00a0<a href=\"https:\/\/www.eweek.com\/enterprise-apps\/deep-learning\/\">deep learning<\/a>,\u00a0<a href=\"https:\/\/www.eweek.com\/big-data-and-analytics\/neural-networks\/\">neural networks<\/a>, and\u00a0<a href=\"https:\/\/www.eweek.com\/big-data-and-analytics\/natural-language-processing\/\">natural language processing<\/a> so they can understand human language and generate unique content on a range of topics.\u00a0 <a href=\"https:\/\/www.eweek.com\/artificial-intelligence\/intelligent-automation-overview\/\" target=\"_blank\" rel=\"noopener\">Read On:<\/a><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Intelligent\u00a0automation\u00a0is a smarter automation process that merges\u00a0artificial intelligence\u00a0and\u00a0machine learning\u00a0with robotic process automation to automate business process workflows and create intelligent, robotic agents that can take over some of an organization\u2019s workflow-based tasks. Robotic process automation\u00a0bots alone can handle a number <span class=\"excerpt-dots\">&hellip;<\/span> <a class=\"more-link\" href=\"https:\/\/blog.cyberconservices.com\/index.php\/2023\/11\/21\/overview-of-intelligent-automation\/\"><span class=\"more-msg\">Continue reading &rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":77198,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[638,640,713,661],"tags":[639,641,712,662],"class_list":["post-77197","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-artificial-intelligence-ai","category-intelligent-automation","category-machine-learning","tag-ai","tag-artificial-intelligence-2","tag-intelligent-automation","tag-machine-learning"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/blog.cyberconservices.com\/wp-content\/uploads\/2023\/11\/High-resolution-picture-of-3-dimensional.png","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/posts\/77197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/comments?post=77197"}],"version-history":[{"count":1,"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/posts\/77197\/revisions"}],"predecessor-version":[{"id":77199,"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/posts\/77197\/revisions\/77199"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/media\/77198"}],"wp:attachment":[{"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/media?parent=77197"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/categories?post=77197"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.cyberconservices.com\/index.php\/wp-json\/wp\/v2\/tags?post=77197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}