{"id":34036,"date":"2023-12-01T03:00:00","date_gmt":"2023-12-01T11:00:00","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=34036"},"modified":"2023-11-28T13:53:21","modified_gmt":"2023-11-28T21:53:21","slug":"genpact-unveils-operating-playbook-for-scaling-responsible-generative-ai-projects","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2023\/12\/01\/genpact-unveils-operating-playbook-for-scaling-responsible-generative-ai-projects\/","title":{"rendered":"Genpact Unveils Operating Playbook for Scaling Responsible Generative AI Projects"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-full\"><img decoding=\"async\" loading=\"lazy\" width=\"200\" height=\"79\" src=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2017\/11\/genpact-logo_NEW_20171106.jpg\" alt=\"\" class=\"wp-image-19335\" srcset=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2017\/11\/genpact-logo_NEW_20171106.jpg 200w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2017\/11\/genpact-logo_NEW_20171106-150x59.jpg 150w\" sizes=\"(max-width: 200px) 100vw, 200px\" \/><\/figure><\/div>\n\n\n<p><a href=\"https:\/\/www.genpact.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Genpact<\/a> announced an industry-first playbook:&nbsp;<a href=\"https:\/\/website-files.genpact.com\/downloadable-content\/insight\/moving-generative-ai-from-possibilities-to-production.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">FMOps \u2013 The Generative AI Imperative for Production<\/a>. The playbook, which focuses on Foundation Model Operations (FMOps), provides practical guidelines for building solid and efficient foundations for generative AI solutions.&nbsp;<\/p>\n\n\n\n<p>Developed in collaboration with nasscom, a leading technology trade organization in India, the playbook delves into the fundamentals of FMOps, highlighting their operational benefits within AI systems: improved collaboration, faster release cycles, enhanced efficiency, rapid model deployment, seamless scalability, and risk reduction.<\/p>\n\n\n\n<p>The playbook provides detailed discussions on FMOps, Large Language Model Operations (LLMOps), and Machine Learning Operations (MLOps), including:<\/p>\n\n\n\n<ul>\n<li>Understanding the distinctions of generative AI from traditional AI<\/li>\n\n\n\n<li>Recognizing the significance and importance of FMOps&nbsp;<\/li>\n\n\n\n<li>The role of LLMOps within FMOps and generative AI&nbsp;<\/li>\n\n\n\n<li>Key differences between MLOps and LLMOps<\/li>\n<\/ul>\n\n\n\n<p>The playbook also takes an in-depth look at LLMOps, which serve as the foundation for operational capabilities and infrastructure required to deploy generative AI solutions, and the steps necessary for successful implementation:<\/p>\n\n\n\n<ul>\n<li>Identifying the right model, technique, team, and technology stack&nbsp;<\/li>\n\n\n\n<li>Understanding the current LLMOps landscape<\/li>\n\n\n\n<li>Creating a Responsible, Accountable, Consulted, and Informed (RACI) framework for LLMOps implementation&nbsp;<\/li>\n\n\n\n<li>Operationalizing Large Language Models (LLMs) with LLMOps&nbsp;<\/li>\n\n\n\n<li>Selecting appropriate metrics<\/li>\n\n\n\n<li>Setting up policy management guardrails<\/li>\n<\/ul>\n\n\n\n<p>Genpact works to determine why as generative AI reshapes enterprises across sectors, organizations need clear directions for building ethical and scalable generative AI solutions. This new playbook offers that blueprint, guiding the transition from pilot generative AI projects to production.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a href=\"http:\/\/inside-bigdata.com\/newsletter\/\" target=\"_blank\" rel=\"noreferrer noopener\">newsletter<\/a>.<\/em><\/p>\n\n\n\n<p><em>Join us on Twitter:&nbsp;<a href=\"https:\/\/twitter.com\/InsideBigData1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/twitter.com\/InsideBigData1<\/a><\/em><\/p>\n\n\n\n<p><em>Join us on LinkedIn:&nbsp;<a href=\"https:\/\/www.linkedin.com\/company\/insidebigdata\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.linkedin.com\/company\/insidebigdata\/<\/a><\/em><\/p>\n\n\n\n<p><em>Join us on Facebook:&nbsp;<a href=\"https:\/\/www.facebook.com\/insideBIGDATANOW\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.facebook.com\/insideBIGDATANOW<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Genpact announced an industry-first playbook:\u00a0FMOps \u2013 The Generative AI Imperative for Production. The playbook, which focuses on Foundation Model Operations (FMOps), provides practical guidelines for building solid and efficient foundations for generative AI solutions.\u00a0<\/p>\n","protected":false},"author":10513,"featured_media":32763,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[526,180,67,268,56,84,1],"tags":[437,1424,1245,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Genpact Unveils Operating Playbook for Scaling Responsible Generative AI Projects - insideBIGDATA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/insidebigdata.com\/2023\/12\/01\/genpact-unveils-operating-playbook-for-scaling-responsible-generative-ai-projects\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Genpact Unveils Operating Playbook for Scaling Responsible Generative AI Projects - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"Genpact announced an industry-first playbook:\u00a0FMOps \u2013 The Generative AI Imperative for Production. 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