{"id":15086,"date":"2021-06-16T10:09:45","date_gmt":"2021-06-16T04:39:45","guid":{"rendered":"https:\/\/coforge.site\/cigniti\/blog\/?p=15086"},"modified":"2021-06-16T17:32:27","modified_gmt":"2021-06-16T12:02:27","slug":"rpa-testing-logistics-supply-chain","status":"publish","type":"post","link":"https:\/\/coforge.site\/cigniti\/blog\/rpa-testing-logistics-supply-chain\/","title":{"rendered":"The importance of RPA testing in Logistics and Supply Chain"},"content":{"rendered":"<p><span data-contrast=\"auto\">As per the latest Gartner\u00a0<\/span><a href=\"https:\/\/www.gartner.com\/en\/newsroom\/press-releases\/2020-09-21-gartner-says-worldwide-robotic-process-automation-software-revenue-to-reach-nearly-2-billion-in-2021#:~:text=Worldwide%20RPA%20software%20revenue%20is,creating%20strong%20downward%20pricing%20pressure.\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">forecast<\/span><\/a><span data-contrast=\"auto\">, global Robotic Process Automation (RPA) software revenue is projected to reach $1.89 billion in 2021, which is 19.5% higher than in 2020.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><b><i><span data-contrast=\"auto\">Fabrizio Biscotti<\/span><\/i><\/b><span data-contrast=\"auto\">, Research Vice President at\u00a0<\/span><b><i><span data-contrast=\"auto\">Gartner<\/span><\/i><\/b><span data-contrast=\"auto\">, says, \u201c<\/span><b><i><span data-contrast=\"auto\">The key driver for RPA projects is their ability to improve process quality, speed, and productivity, each of which is increasingly important as organizations try to meet the demands of cost reduction during COVID-19. Enterprises can quickly make headway on their digital optimization initiatives by investing in RPA software, and the trend isn\u2019t going away anytime soon<\/span><\/i><\/b><span data-contrast=\"auto\">.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">RPA or Robotic Process Automation has now evolved from non-intuitive software bots used for iterative processes to smart and cognitive automation bots that improve efficiency and productivity.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In an increasingly digital world, RPA bots are turning out to be the key components that take care of the groundwork so that the human workforce can address the high-level needs.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">It is not feasible to have a completely digital, automated world, whereas end-to-end manual processes are time-consuming and prone to errors.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Therefore, a mix of manual and automation with the help of RPA bot deployment is an ideal model for achieving the desired outcomes, especially in an industry like Logistics and Supply Chain.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.cigniti.com\/industries\/logistics\/?utm_source=blog&amp;utm_medium=hyperlink&amp;utm_campaign=Logistics\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Logistics and Supply Chain Management<\/span><\/a><span data-contrast=\"auto\">\u00a0involves highly complex processes, which are traditionally carried out manually.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Being labor-intensive and time-consuming, the processes themselves become a major roadblock to achieving operational scalability.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">RPA, as an enabler of a digital logistics and supply chain network, can bring along the benefits of greater accuracy, productivity, and scalability.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h4><b><span data-contrast=\"auto\">The main areas in the Logistics and Supply Chain management that RPA can augment are<\/span><\/b><span data-contrast=\"auto\">:\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n<p><b><span data-contrast=\"auto\">Inventory Management<\/span><\/b><span data-contrast=\"auto\">: As one of the most crucial aspects of a seamless\u00a0digital\u00a0supply chain network, inventory management demands the involvement of a high number of resources and time. Maintenance of the right levels of inventory, keeping a track of the changing market demand, and stocking the inventory at the best prices are some of the tedious activities involved in inventory management that RPA can automate.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Freight Management<\/span><\/b><span data-contrast=\"auto\">: Freight management involves keeping a real-time track of a freight from the origin till the point of destination, across the entire network consisting of various modes of transportation and checkpoints. All the processes between all the involved parties of carriers, distributors, vendors, and shippers need to be coordinated for an unobstructed and timely preparation, shipping, storage, and receival of freight. Automation of freight management enables real-time tracking and coordination throughout the freight network, while reducing the risk of gaps and anomalies.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Invoice Management<\/span><\/b><span data-contrast=\"auto\">: Any supply chain and logistics\u00a0companies\u00a0deal with a large number of shipments on a daily basis. This also requires preparation, printing, and inclusion of respective invoices along with\u00a0the concerned shipments. The extensive amount of data entry, integration, and validation in invoice management necessitate high precision and accuracy, as incorrect invoicing may hinder processing of a shipment.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Evidently, implementation of RPA in logistics and supply chain can result in increased operational efficiency, productivity, and scalability.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">However, as the processes are highly complex, traditional RPA is not capable of handling them alone and requires involvement of manual resources.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The manual-automation model is better than all-manual processes, but the industry needs something smarter and cognitive.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">This is where next-gen Robotic Process Automation\u00a0aka\u00a0hyperautomation\u00a0comes in.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h4 aria-level=\"2\"><strong>Next-gen Robotic Process Automation for Logistics and Supply Chain\u00a0<\/strong><\/h4>\n<p><span data-contrast=\"auto\">By leveraging\u00a0Artificial Intelligence (AI), Machine Learning\u00a0(ML), and Natural Language Processing\u00a0(NLP), RPA becomes intelligent and capable of taking care of even complex processes without any manual intervention.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">According to\u00a0<\/span><b><i><span data-contrast=\"auto\">UiPath<\/span><\/i><\/b><span data-contrast=\"auto\">, \u201c<\/span><b><i><span data-contrast=\"auto\">Hyperautomation\u00a0validates automation but elevates it to show how the combination of RPA and disruptive technologies such as AI,\u00a0ML, process mining, decision management, and NLP, and more can be used together in an end-to-end automation solution.\u00a0Hyperautomation\u00a0will continually use new tools and technologies, touch even more employees, and accelerate the automation of the next generation of business processes<\/span><\/i><\/b><span data-contrast=\"auto\">.\u201d<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">RPA bots that leverage these next-gen technologies offer higher automation coverage than those that do not. Some of these technologies are:\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Artificial Intelligence<\/span><\/b><span data-contrast=\"auto\">: Simulation of human intelligence processes by machines.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Machine Learning<\/span><\/b><span data-contrast=\"auto\">: Smart computing of complex business logic and rules.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">OCRs and ICRs<\/span><\/b><span data-contrast=\"auto\">: Intelligent data capture to enable ease of automation of complex data structures and formats.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Predictive Dashboard<\/span><\/b><span data-contrast=\"auto\">: Custom algorithms with accurate predictions on BOTS output.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Process Mining<\/span><\/b><span data-contrast=\"auto\">:\u00a0Turns event data into insights and actions.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">RPA Framework<\/span><\/b><span data-contrast=\"auto\">: Home-grown framework with utilities and scheduling mechanism for extended automation coverage.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Natural Language Processing<\/span><\/b><span data-contrast=\"auto\">: Conversion of speech and voice tags into texts and actions.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Decision Management<\/span><\/b><span data-contrast=\"auto\">:\u00a0Necessitates\u00a0all\u00a0facets\u00a0of designing, building and managing the automated decision-making systems that an\u00a0enterprise\u00a0practices\u00a0to manage its interactions with\u00a0teams,\u00a0traders, and\u00a0clienteles.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">While it is evident that the next gen RPA has a larger role to play in logistics and supply chain, it is imperative to understand the need of RPA testing in this sector.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><strong>Why perform RPA testing?\u00a0\u00a0<\/strong><\/h3>\n<p><span data-contrast=\"auto\">In the context of\u00a0executing\u00a0big\u00a0scale standard systems such as Salesforce, SAP, and Microsoft Dynamics 365, the business automation tools such as RPA,\u00a0provides\u00a0a\u00a0novel\u00a0and influential\u00a0tool for testers and business users doing testing.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">According to\u00a0<\/span><b><i><span data-contrast=\"auto\">Jesper Ottosen<\/span><\/i><\/b><span data-contrast=\"auto\">, in an article published on\u00a0<\/span><b><i><span data-contrast=\"auto\">Ministry of Testing<\/span><\/i><\/b><span data-contrast=\"auto\">, says, \u201d<\/span><b><i><span data-contrast=\"auto\">While\u00a0there are other power tools for web and API testing, the RPA tools are a class of their own, as RPA tools allow for codeless automation macros on the desktop. RPA tools can do some very handy things. They can be used for both test data and regression testing<\/span><\/i><\/b><span data-contrast=\"auto\">.\u201d<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">With the help of an RPA Center of Excellence, logistics and supply chain organizations can:\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Achieve comprehensive assessment to identify appropriate business processes for RPA\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Categorize &amp; prioritize the processes based on the complexity, automatability, ROI etc. using in-house utilities to build score cards\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Get an outcome driven RPA strategy and the \u201cRight fit tool\u201d for RPA automation\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Implement next gen techniques in BOT design \u2013 AI\/ML, OCRs\/ICRs, NLP, Deep Learning design principles, reusability, modularity etc. for effective script development\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Make processes efficient to manage changes post deployment\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Report defect and perform an effective RCA to contain defects\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"auto\">Build a robust and efficient regression test suite for BOT maintenance and support\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">While digital transformation is playing\u00a0an imperative\u00a0role in\u00a0logistics and\u00a0digital\u00a0supply chain management and changing the way\u00a0businesses\u00a0deliver products, conduct operations, and fulfill orders, what if you could\u00a0expedite\u00a0your\u00a0organization\u2019s\u00a0entire\u00a0supply chain process and cut costs, all without making a major IT investment or hiring new staff?<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The swiftly enhancing technology of RPA\u00a0ensures\u00a0this outcome \u2013 and more.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3><strong>To sum up\u00a0<\/strong><\/h3>\n<p><a href=\"https:\/\/www.cigniti.com\/resource\/case-studies\/performance-test-advisory-quality-assurance-energy-supplier\/?utm_source=blog&amp;utm_medium=hyperlink&amp;utm_campaign=casestudy\" class=\"broken_link\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Test automation services for RPA<\/span><\/a><span data-contrast=\"auto\">\u00a0helps enterprises in these industries improve cycle time &amp; productivity in transaction processing and elevate AI &amp; ML capabilities to handle high-volume,\u00a0mundane\u00a0tasks, faster and better.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Cigniti\u2019s\u00a0experts collaborate with your team to identify the best RPA candidates based on the process characteristics &amp; define the RPA governance framework for the engagement. We provide a proven desktop analytics and process assessment covering the automation activities &amp; existing documents in place. Our experts help define RPA metrics, measures, benchmarks, and baselines and suggest any changes required, define the process validation checklist &amp; the automation type, and also define &amp; develop a comprehensive BOT framework.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.cigniti.com\/contact-us\/?utm_source=blog&amp;utm_medium=hyperlink&amp;utm_campaign=ContactUs\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Conn<\/span><\/a><span data-contrast=\"none\">e<\/span><a href=\"https:\/\/www.cigniti.com\/services\/robotic-process-automation\/?utm_source=blog&amp;utm_medium=hyperlink&amp;utm_campaign=RPA\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">ct<\/span><\/a><span data-contrast=\"auto\">\u00a0with our\u00a0RPA\u00a0experts to understand how we can help your organization achieve the desired benefits with RPA implementation\u00a0and also know more on the importance of <a href=\"https:\/\/www.cigniti.com\/services\/robotic-process-automation\/?utm_source=blog&amp;utm_medium=hyperlink&amp;utm_campaign=RPA\" target=\"_blank\" rel=\"noopener\">RPA testing<\/a> in logistics and supply chain.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As per the latest Gartner\u00a0forecast, global Robotic Process Automation (RPA) software revenue is projected to reach $1.89 billion in 2021, which is 19.5% higher than in 2020.\u00a0\u00a0 Fabrizio Biscotti, Research Vice President at\u00a0Gartner, says, \u201cThe key driver for RPA projects is their ability to improve process quality, speed, and productivity, each of which is increasingly [&hellip;]<\/p>\n","protected":false},"author":20,"featured_media":15087,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2786],"tags":[3177,2993,2742,3366,3363,3364,3362,2748,3175,2747,3176,3178,2992,2740,2750,3365],"ppma_author":[3727],"class_list":["post-15086","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-rpa-testing","tag-robotic-process-automated-testing","tag-robotic-process-automation-testing","tag-robotic-test-automation","tag-rpa-implementation","tag-rpa-in-logistics-industry","tag-rpa-in-supply-chain","tag-rpa-in-supply-chain-and-logistics","tag-rpa-software-testing","tag-rpa-test-companies","tag-rpa-testing","tag-rpa-testing-framework","tag-rpa-testing-methodology","tag-rpa-testing-services","tag-rpa-testing-solutions","tag-rpa-testing-strategy","tag-test-automation-services-for-rpa"],"authors":[{"term_id":3727,"user_id":20,"is_guest":0,"slug":"cigniti","display_name":"About Cigniti (A Coforge Company)","avatar_url":{"url":"https:\/\/coforge.site\/cigniti\/blog\/wp-content\/uploads\/2024\/10\/Coforge-blog-Logo.png","url2x":"https:\/\/coforge.site\/cigniti\/blog\/wp-content\/uploads\/2024\/10\/Coforge-blog-Logo.png"},"author_category":"","user_url":"https:\/\/www.cigniti.com\/","last_name":"(A Coforge Company)","first_name":"About Cigniti","job_title":"","description":"Cigniti Technologies Limited, a Coforge company, is the world\u2019s leading AI &amp; IP-led Digital Assurance and Digital Engineering services provider. Headquartered in Hyderabad, India, Cigniti\u2019s 4200+ employees help Fortune 500 &amp; Global 2000 enterprises across 25 countries accelerate their digital transformation journey across various stages of digital adoption and help them achieve market leadership by providing transformation services leveraging IP &amp; platform-led innovation with expertise across multiple verticals and domains.\r\n<br>\r\nLearn more about Cigniti at <a href=\"https:\/\/www.cigniti.com\/\">www.cigniti.com<\/a> and about Coforge at <a href=\"https:\/\/www.coforge.com\/\">www.coforge.com<\/a>."}],"_links":{"self":[{"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/posts\/15086","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/comments?post=15086"}],"version-history":[{"count":0,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/posts\/15086\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/media\/15087"}],"wp:attachment":[{"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/media?parent=15086"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/categories?post=15086"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/tags?post=15086"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/ppma_author?post=15086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}