{"id":105892,"date":"2022-12-17T05:19:53","date_gmt":"2022-12-17T05:19:53","guid":{"rendered":"https:\/\/websitedesigns.com.au\/elankanew\/?p=105892"},"modified":"2022-12-17T05:20:47","modified_gmt":"2022-12-17T05:20:47","slug":"is-ai-enhancing-optimization-of-data-based-processes-in-businesses-by-aditya-abeysinghe","status":"publish","type":"post","link":"https:\/\/websitedesigns.com.au\/elankanew\/is-ai-enhancing-optimization-of-data-based-processes-in-businesses-by-aditya-abeysinghe\/","title":{"rendered":"Is AI enhancing optimization of data-based processes in businesses? &#8211; By Aditya Abeysinghe"},"content":{"rendered":"<h2 style=\"text-align: center;\"><span style=\"color: #000080;\"><strong>Is AI enhancing optimization of data-based processes in businesses? &#8211; <span style=\"color: #333399;\">By Aditya Abeysinghe<\/span><\/strong><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-75845 alignleft\" src=\"https:\/\/websitedesigns.com.au\/elankanew\/wp-content\/uploads\/2021\/10\/Aditya-Abeysinghe160.jpg\" alt=\"Aditya-Abeysinghe\" width=\"160\" height=\"141\" \/>Optimization of business processes<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">Process optimization is the method of adjusting functionalities of a process to enhance it by minimizing issues, increasing efficiency, and reducing latency. This is performed by analyzing process functions and then detecting issues. In data-driven process analysis, a parameter is usually tuned while keeping other parameters unchanged.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">Businesses use various data-based platforms to provide services. Virtual methods including websites and live methods including live customer support are used to provide such services. Most of these data-based processes have connections to other processes. Therefore, to efficiently provide business process optimization each process and processes that are connected should be changed to improve a service\u2019s performance.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong>Issues of process optimization<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">When processes are connected the total time to complete a process is higher when some or all the processes are performed manually. Manual process optimization is difficult because often these have to be done when labor is available, approvals are required, and when some processes cannot be digitized due to business\u2019 insider issues. Therefore, costs and the effort to optimize them are high and often cannot be properly enhanced.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">Another issue with business process optimization is that certain processes cannot be optimized based on optimization of queries or based on changes to the logic of an application. A common example is the issue of finding to which group, from groups of customers, a new customer should be included. It is almost difficult to find the group from the data entered by a customer by querying similar customers\u2019 data.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-105893 alignright\" src=\"https:\/\/websitedesigns.com.au\/elankanew\/wp-content\/uploads\/2022\/12\/Is-AI-enhancing-optimization-of-business-processes.jpg\" alt=\"AI enhancing optimization of data\" width=\"301\" height=\"167\" \/>How AI is used for process optimization<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">Artificial Intelligence (AI) uses algorithms that are trained with a dataset. It is often used to automatically process large amounts of data. An advantage of AI models is that they can be used to automatically control several processes. Due to this, AI is used to automate processes using robotic process automation. By automating manual processes, issues with manual processes can be reduced as they are done with components that have been tested and the time to provide outputs is reduced.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\">In some optimizations processes need to be optimized by analyzing data based on similar groups and dividing new data to groups. This is difficult by database query-based analyzing techniques. In these cases, data needs to be processed by AI-based models or AI-based algorithms such that the accuracy of the output can be verified and multiple methods are not required to create the output. Also, usual methods cannot be used for techniques such as predicting patterns. AI-based techniques are used in situations where analyzing is often hard with usual analysis methods.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-size: 16px; color: #000000;\"><strong>Image courtesy: <\/strong><span style=\"color: #000080;\"><a style=\"color: #000080;\" href=\"https:\/\/uhy-us.com\" target=\"_blank\" rel=\"noopener\"><strong>https:\/\/uhy-us.com<\/strong><\/a><\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Is AI enhancing optimization of data-based processes in businesses? &#8211; By Aditya Abeysinghe Optimization of business processes Process optimization is the method of adjusting functionalities of a process to enhance it by minimizing issues, increasing efficiency, and reducing latency. This is performed by analyzing process functions and then detecting issues. In data-driven process analysis, a [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":105893,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"aside","meta":{"footnotes":""},"categories":[33978,20],"tags":[39353,50085,30135,50082,50081,50086,50084,50083],"class_list":{"0":"post-105892","1":"post","2":"type-post","3":"status-publish","4":"format-aside","5":"has-post-thumbnail","7":"category-aditya-abeysinghe","8":"category-articles","9":"tag-ai-models","10":"tag-ai-based-algorithms","11":"tag-artificial-intelligence","12":"tag-data-based-platforms","13":"tag-minimizing-issues","14":"tag-process-optimization","15":"tag-several-processes","16":"tag-virtual-methods","17":"post_format-post-format-aside"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Is AI enhancing optimization of data-based processes in businesses? - By Aditya Abeysinghe - eLanka<\/title>\n<meta name=\"description\" content=\"Optimization of business processes Process optimization is the method of adjusting functionalities of a process to enhance it by minimizing\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Is AI enhancing optimization of data-based processes in businesses? 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