{"id":3334,"date":"2018-01-03T19:44:12","date_gmt":"2018-01-03T19:44:12","guid":{"rendered":"https:\/\/www.peeriosity.com\/shared-services\/articles\/?p=3334"},"modified":"2022-09-06T18:52:12","modified_gmt":"2022-09-06T18:52:12","slug":"rpaai-project-leadership-%e2%80%93-working-with-it-and-external-partners","status":"publish","type":"post","link":"https:\/\/www.peeriosity.com\/shared-services\/articles\/2018\/01\/rpaai-project-leadership-%e2%80%93-working-with-it-and-external-partners\/","title":{"rendered":"RPA\/AI Project Leadership \u2013 Working with IT and External Partners"},"content":{"rendered":"<p><span style=\"font-size: medium;\"><strong>Introduction<\/strong><\/span><\/p>\n<p><span style=\"font-size: medium;\">Robotic Process Automation (RPA) and <a href=\"https:\/\/www.investopedia.com\/terms\/a\/artificial-intelligence-ai.asp#:~:text=Artificial%20intelligence%20(AI)%20refers%20to,as%20learning%20and%20problem%2Dsolving.\" target=\"_blank\" rel=\"noopener\">Artificial Intelligence<\/a> (AI) solutions hold promise to completely change how work gets done across the enterprise, with a significant impact on Shared Service work processes. \u00a0Instead of building custom technology solutions, RPA\/AI allows companies to automate routine work processes that require access and manipulation of information from different systems or applications.\u00a0 While these capabilities are game-changing, if the solutions are flexible and user-friendly, what is the appropriate role for IT and external partners?\u00a0 \u00a0Are they needed, and to what extent are their <a href=\"https:\/\/www.peeriosity.com\/shared-services\/articles\/2013\/09\/shared-services-and-internal-customer-satisfaction-%e2%80%93-change-begins-with-measurement\/\">services either required or valuable<\/a>?<\/span><\/p>\n<p><span style=\"font-size: medium;\">When questions like this come up, it can be helpful to have clear insight into the approaches taken by peers, including details of why the approach was selected.\u00a0 Fortunately for members of Peeriosity, it is easy to get objective and unbiased feedback from peers who are interested in sharing their views and helping a colleague, with the option for participants to see the identity of others, and with the ability to easily contact peers using Peer Mail<sup>TM<\/sup>, an e-mail tool that is integrated into the Peeriosity solution.<\/span><\/p>\n<p><span style=\"font-size: medium;\"><strong>iPolling<sup>TM<\/sup> Results Review<\/strong><\/span><\/p>\n<p><span style=\"font-size: medium;\">Recently, Peeriosity\u2019s iPolling<sup>TM<\/sup> was used to explore the structure of RPA\/AI implementation leadership, and the type of implementation resources that are being used. Responses were posted in real-time, with visibility to company responses available to all Peeriosity members, allowing for direct communication with peers using Peeriosity\u2019s integrated Peer Mail<sup>TM<\/sup> capabilities.<\/span><\/p>\n<p><span style=\"font-size: medium;\">The first poll question looked at the overall RPA\/AI implementation leadership structure being utilized by the companies participating in the research.\u00a0 The vast majority of companies (90%) depend upon the process areas to provide leadership, with 58% of those using a significant level of IT support and 32% having just a limited IT involvement in this area.\u00a0 Just 10% of the companies have overall implementation leadership coming out of IT.\u00a0<\/span><\/p>\n<p><span style=\"font-size: medium;\">Based on discussions with members, while you might be able to launch a pilot without significant IT involvement, creating a pilot that is sustainable in the long term, and ramping up to greater scale and volume, can only really be completed successfully with support from IT.\u00a0 Here are the details:\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" class=\"alignnone\" 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\" alt=\"iPolling; structure of RPA\/AI Project Leadership at your company\" width=\"577\" height=\"312\" \/><\/p>\n<p><span style=\"font-size: medium;\">With regards to the type of implementation resources being utilized, 74% report using a mix of internal and external resources, with 21% indicating that resources are primarily internal. Again, based on discussions with members, while building expertise internally is a good idea, don\u2019t be misled by the notion that having a few process experts complete several weeks of training is all that is required to be competent.\u00a0 External resources are likely needed to get started, and because all of the major developers are focused on their own ramp-up issues, this means working with external partners who have acquired expertise in the developer\u2019s solutions. Only 5% indicated that no external resources were being used.\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" class=\"alignnone\" 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\" alt=\"iPolling: primary type of implementation resources being utilized for RPA\/AI Project Leadership\" width=\"577\" height=\"312\" \/><\/p>\n<p><span style=\"font-size: medium;\">Unlike traditional benchmarking, Peeriosity\u2019s iPolling<sup>TM<\/sup> capabilities allow members to very quickly examine this issue in detail, providing a range of experiences and viewpoints that can be reviewed to develop an appropriate and workable answer.\u00a0 Tapping into the experience of peers eliminates guesswork and allows members to quickly access the collective experiences of a large community of users who are facing the same challenges.<\/span><\/p>\n<p><span style=\"font-size: medium;\">Here are some representative comments from responding companies:<\/span><\/p>\n<ul>\n<li><em><span style=\"font-size: medium;\">RPA is led by the Shared Service organization, with IT strongly supporting the technical side. External support is currently used but will be faded out after ramp-up and training of an internal CoE (end of 2017).<\/span><\/em><em><span style=\"font-size: medium;\"><br \/>\n<\/span><\/em><\/li>\n<\/ul>\n<ul>\n<li><em><span style=\"font-size: medium;\">For <a href=\"https:\/\/www.peeriosity.com\/shared-services\/articles\/category\/rpa-ai\/\">Robotic Process Automation<\/a>, IT supports and cares for infrastructure; the functional area cares for all other aspects of its use.<\/span><\/em><\/li>\n<\/ul>\n<p><span style=\"font-size: medium;\"><strong>Closing Summary<\/strong><\/span><\/p>\n<p><span style=\"font-size: medium;\">As companies look to implement game-changing RPA\/AI solutions, shortcuts that don\u2019t fully include IT support, or that don\u2019t adequately include external resources in the initial implementations, are very risky and should be avoided.\u00a0\u00a0 Once your company gains experience with successful pilots, followed by successful implementations, it is recommended that your design include internal resources who can staff a Center of Excellence for the benefit of Shared Services, and, possibly, serve as a shared resource to support implementations beyond traditional Shared Service work activities.<\/span><\/p>\n<p><span style=\"font-size: medium;\">If you company has experience with RPA\/AI, what role in implementation leadership does IT play, and how have your utilized internal and external resources?\u00a0 What are your plans for building a <a href=\"https:\/\/www.peeriosity.com\/shared-services\/articles\/2020\/04\/from-center-of-excellence-to-operations-center\/\">CoE capability internally<\/a>, so that you can improve outcomes and better manage project costs?<\/span><\/p>\n<p><span style=\"font-size: medium;\">Who are <em>your<\/em> peers and how are you collaborating with them?<\/span><\/p>\n<div>\n<p>____________________________________________________________________________<\/p>\n<\/div>\n<p><span style=\"font-size: medium;\"><sup>\u00a0<\/sup>\u201ciPolling<sup>TM<\/sup>\u201d is available exclusively to Peeriosity member company employees, with consultants or vendors prohibited from participating or accessing content. Members have full visibility to all respondents and their comments. Using Peeriosity\u2019s integrated email system, Peer Mail<sup>TM<\/sup>, members can easily communicate at any time with others who participated in iPolling.<\/span><\/p>\n<div>\n<p><span style=\"font-size: medium;\">Peeriosity members are invited to log into <a href=\"http:\/\/www.peeriosity.com\/shared-services\/\">www.peeriosity.com<\/a> to join the discussion and connect with Peers.\u00a0\u00a0 Membership is for practitioners only, with no consultants or vendors permitted.\u00a0 To learn more about Peeriosity, <a href=\"https:\/\/www.peeriosity.com\/shared-services\/\">click here<\/a>.<\/span><\/p>\n<\/div>\n<p><span class='st_linkedin_large' st_title='RPA\/AI Project Leadership \u2013 Working with IT and External Partners' st_url='https%3A%2F%2Fwww.peeriosity.com%2Fshared-services%2Farticles%2F2018%2F01%2Frpaai-project-leadership-%25e2%2580%2593-working-with-it-and-external-partners%2F' displayText='linkedin'><\/span><span class='st_twitter_large' st_title='RPA\/AI Project Leadership \u2013 Working with IT and External Partners' st_url='https%3A%2F%2Fwww.peeriosity.com%2Fshared-services%2Farticles%2F2018%2F01%2Frpaai-project-leadership-%25e2%2580%2593-working-with-it-and-external-partners%2F' displayText='twitter'><\/span><span class='st_email_large' st_title='RPA\/AI Project Leadership \u2013 Working with IT and External Partners' st_url='https%3A%2F%2Fwww.peeriosity.com%2Fshared-services%2Farticles%2F2018%2F01%2Frpaai-project-leadership-%25e2%2580%2593-working-with-it-and-external-partners%2F' displayText='email'><\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Introduction Robotic Process Automation (RPA) and Artificial Intelligence (AI) solutions hold promise to completely change how work gets done across the enterprise, with a significant impact on Shared Service work processes. \u00a0Instead of building custom technology solutions, RPA\/AI allows companies to automate routine work processes that require access and manipulation of information from different systems [&hellip;]<\/p>\n<p><span class='st_linkedin_large' st_title='RPA\/AI Project Leadership \u2013 Working with IT and External Partners' st_url='https%3A%2F%2Fwww.peeriosity.com%2Fshared-services%2Farticles%2F2018%2F01%2Frpaai-project-leadership-%25e2%2580%2593-working-with-it-and-external-partners%2F' displayText='linkedin'><\/span><span class='st_twitter_large' st_title='RPA\/AI Project Leadership \u2013 Working with IT and External Partners' st_url='https%3A%2F%2Fwww.peeriosity.com%2Fshared-services%2Farticles%2F2018%2F01%2Frpaai-project-leadership-%25e2%2580%2593-working-with-it-and-external-partners%2F' displayText='twitter'><\/span><span class='st_email_large' st_title='RPA\/AI Project Leadership \u2013 Working with IT and External Partners' st_url='https%3A%2F%2Fwww.peeriosity.com%2Fshared-services%2Farticles%2F2018%2F01%2Frpaai-project-leadership-%25e2%2580%2593-working-with-it-and-external-partners%2F' displayText='email'><\/span><\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[16],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v19.2 (Yoast SEO v19.13) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>RPA\/AI Project Leadership \u2013 Working with IT | Peeriosity, LLC<\/title>\n<meta name=\"description\" content=\"If your company has experience with RPA\/AI project leadership, what role in implementation leadership does IT play. 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