Tata Consulting Engineers on The 4 Stages of AI: Diagnostic, Predictive, Prescriptive, Self-Healing
Tata Consulting Engineers' Pawan Rallabandi
#arcforum #tata #digitaltransformation #ai #systemengineer #shorts
"When I look at AI, I still think it's just 4 stages. It is basically diagnostic, predictive, prescriptive, and probably self-healing. I mean that's the way I see it, rather than just going from a very 7 stage kind of a thing. You need to get your data, you need to ensure that everything comes right. You go to the next stage, where you want to be slightly predictive, saying that this is what I've done. This is what the prediction says... Finally, of course, you want to be a little more prescriptive, saying that if these are the problems, this is where you want to go. That final [stage of] AI when we are really talking about self-healing. So, when you're looking at the first part of the computational logic part is where you do the real diagnostic kind of thing. The probabilistic reasoning and the optimization technique are when you want to go to stage two and stage three." @ARCadvisory @TCEConnect
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Tata Consulting Engineers’ Pawan Rallabandi
#arcforum #tata #digitaltransformation #ai #systemengineer #shorts
“When I look at AI, I still think it’s just 4 stages. It is basically diagnostic, predictive, prescriptive, and probably self-healing. I mean that’s the way I see it, rather than just going from a very 7 stage kind of a thing. You need to get your data, you need to ensure that everything comes right. You go to the next stage, where you want to be slightly predictive, saying that this is what I’ve done. This is what the prediction says… Finally, of course, you want to be a little more prescriptive, saying that if these are the problems, this is where you want to go. That final [stage of] AI when we are really talking about self-healing. So, when you’re looking at the first part of the computational logic part is where you do the real diagnostic kind of thing. The probabilistic reasoning and the optimization technique are when you want to go to stage two and stage three.” @ARCadvisory @TCEConnect
ARC Advisory Group is the leading technology research and advisory firm for energy, manufacturing and infrastructure. Our coverage of technology and trends extends from business systems to Industrial AI, product and asset lifecycle management, Industrial IoT, Industry 4.0, supply chain management, operations management, energy transition, and automation systems. Our analysts and consultants have the industry knowledge and the first-hand experience to help find the best answers to the complex business issues facing organizations today.
ARC’s global influence across industrial operations is unparalleled. It is driven by the passion and expertise of our analysts and consultants, who keep abreast of industry trends and developments through research and actively engaging with clients. ARC’s analysts and consultants have spent most of their careers working with industrial companies and are truly passionate about helping companies achieve superior performance. ARC has 100 professionals worldwide with extensive, first-hand experience servicing a multitude of business issues, technologies, and vertical industries. Our offices are located in the US, Germany, Belgium, Japan, India, China, Singapore, and Brazil.
Contact us: https://www.arcweb.com/about/contact-us
Subscribe to our channel: https://www.youtube.com/subscription_center?add_user=ARCadvisory
