{"id":7630,"date":"2022-07-06T14:22:00","date_gmt":"2022-07-06T14:22:00","guid":{"rendered":"https:\/\/ttlwebprod.tatatechnologies.com\/uncategorized\/intelligent-innovations-underpinning-intelligent-products-thats-engineering\/"},"modified":"2022-07-06T14:22:00","modified_gmt":"2022-07-06T14:22:00","slug":"intelligent-innovations-underpinning-intelligent-products-thats-engineering","status":"publish","type":"post","link":"https:\/\/ttec-web-dev.tata.thef.net\/in\/success-stories\/intelligent-innovations-underpinning-intelligent-products-thats-engineering\/","title":{"rendered":"Intelligent innovations underpinning intelligent products. That\u2019s engineering."},"content":{"rendered":"\n<div class=\"wp-block-create-block-copy-block-two py-5\"><div class=\"container px-6\"><svg class=\"w-full mb-7\" version=\"1.2\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"1536\" height=\"10\"><defs><clipPath clipPathUnits=\"userSpaceOnUse\" id=\"cp1\"><path d=\"M0-1h1919.71v12.66H0z\"><\/path><\/clipPath><\/defs><g id=\"Clip-Path\" clip-path=\"url(#cp1)\"><g id=\"Layer\"><path class=\"text-purple s0\" d=\"M.5 11.5 5.2-.8M7.5 11.5 12.2-.8M14.5 11.5 19.2-.8M21.5 11.5 26.2-.8M28.5 11.5 33.2-.8M35.5 11.5 40.2-.8M42.5 11.5 47.2-.8M49.5 11.5 54.2-.8M56.6 11.5 61.2-.8M63.6 11.5 68.3-.8M70.6 11.5 75.3-.8M77.6 11.5 82.3-.8M84.6 11.5 89.3-.8M91.6 11.5 96.3-.8M98.6 11.5l4.7-12.3M105.6 11.5l4.7-12.3M112.6 11.5l4.7-12.3M119.7 11.5l4.6-12.3M126.7 11.5l4.7-12.3M133.7 11.5l4.7-12.3M140.7 11.5l4.7-12.3M147.7 11.5l4.7-12.3M154.7 11.5l4.7-12.3M161.7 11.5l4.7-12.3M168.7 11.5l4.7-12.3M175.8 11.5l4.6-12.3M182.8 11.5l4.6-12.3M189.8 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md:grid-cols-2 mb-7\"><h3 class=\"font-header text-4xl md:text-5xl pb-5 -mt-1 text-primary pr-5\"><strong>Challenge<\/strong><\/h3><div><div class=\"copy-block-two-blurb text-lg\"><p>Lack of understanding of machine learning jargons amongst domain\/function experts remains a major deterrent in leveraging the true power of AI. The OEM was looking for dedicated expertise in implementation of AI\/ML-based framework to transform its business for increased level of accuracy in decision making and improved performance with years of experience in executing various successful AI\/ML implementation programs for some of the global leaders in the automotive industry, Tata Technologies became the customer\u2019s unanimous choice for the project.<\/p><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-create-block-copy-block-two py-5\"><div class=\"container px-6\"><svg class=\"w-full mb-7\" version=\"1.2\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"1536\" height=\"10\"><defs><clipPath clipPathUnits=\"userSpaceOnUse\" id=\"cp1\"><path d=\"M0-1h1919.71v12.66H0z\"><\/path><\/clipPath><\/defs><g id=\"Clip-Path\" clip-path=\"url(#cp1)\"><g id=\"Layer\"><path class=\"text-purple s0\" d=\"M.5 11.5 5.2-.8M7.5 11.5 12.2-.8M14.5 11.5 19.2-.8M21.5 11.5 26.2-.8M28.5 11.5 33.2-.8M35.5 11.5 40.2-.8M42.5 11.5 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11.5l4.7-12.3M1451.5 11.5l4.7-12.3M1458.5 11.5l4.7-12.3M1465.5 11.5l4.7-12.3M1472.5 11.5l4.7-12.3M1479.5 11.5l4.7-12.3M1486.5 11.5l4.7-12.3M1493.5 11.5l4.7-12.3M1500.5 11.5l4.7-12.3M1507.5 11.5l4.7-12.3M1514.5 11.5l4.7-12.3M1521.5 11.5l4.7-12.3M1528.5 11.5l4.7-12.3M1535.5 11.5l4.7-12.3\" style=\"stroke:#350FA2\"><\/path><\/g><\/g><\/svg><div class=\"copy-block-two md:grid grid-cols-1 md:grid-cols-2 mb-7\"><h3 class=\"font-header text-4xl md:text-5xl pb-5 -mt-1 text-primary pr-5\"><strong>Solution<\/strong><\/h3><div><div class=\"copy-block-two-blurb text-lg\"><p>To empower automotive engineers, Tata Technologies developed an interactive AI\/ML framework in-house. The framework, which supported end-to-end data science and Machine Learning lifecycle, facilitated collaboration between data scientists and domain experts while enabling the MLOps process.<\/p><p>Unlike general purpose AI, the framework focused on engineering and manufacturing-related problems, with an inbuilt knowledge management system, which drives machine learning solutions. It completely transformed the way the customer functions worked. The intuitiveness of the framework allowed automotive engineers with basic knowledge of AI\/ML to develop and deploy ML models in a few clicks.<\/p><p>The framework helped to standardize the end-to-end deployment of ML across the organization, while taking care of specialized chipsets, scalable computing platforms, software frameworks, tools, and best-in-class ML algorithms.<\/p><p>We have developed more than 40+ AI\/ML apps so far for facilitating design and development, predictive quality, predictive maintenance, connected vehicle platform, and transition towards Industry 4.0. The customer realized ~30% reduction in testing expenses and simulation time per vehicle, 22% improvement in productivity, and 100% uptime.<\/p><p>The AI\/ML framework for the leading Indian automaker is a testament to our can-do attitude. 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11.5l4.7-12.3M1521.5 11.5l4.7-12.3M1528.5 11.5l4.7-12.3M1535.5 11.5l4.7-12.3\" style=\"stroke:#ffffff\"><\/path><\/g><\/g><\/svg><div class=\"infographics md:grid grid-cols-1 md:grid-cols-2 md:px-0 mb-7\"><h3 class=\"font-header text-white text-4xl md:text-5xl pb-5 -mt-1\">Highlights<\/h3><\/div><div class=\"md:grid  md:gap-x-6 md:gap-y-6 md:px-0 md:grid-cols-3\"><div class=\"mb-10 md:mb-5\"><div class=\"border-white border-t border-solid mt-3 pt-6 text-white\"><div class=\"mb-5 font-body text-5xl\">30% <\/div><div class=\"text-white font-body text-lg\">reduction in testing expenses <\/div><\/div><\/div><div class=\"mb-10 md:mb-5\"><div class=\"border-white border-t border-solid mt-3 pt-6 text-white\"><div class=\"mb-5 font-body text-5xl\">22%<\/div><div class=\"text-white font-body text-lg\">improvement in productivity<\/div><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-create-block-image-split full-bleed mb-28\"><div class=\"py-16\"><div class=\"container-size grid 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For easy collaboration between functions, the OEM sought an interactive, easy to deploy AI\/ML framework solution.  <\/p>\n","protected":false},"author":8,"featured_media":5334,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[78,82,120,85,132],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Intelligent innovations underpinning intelligent products. That\u2019s engineering. - Tata Technologies<\/title>\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=\"Intelligent innovations underpinning intelligent products. 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