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[Brief background to this series: In recent months, I have encountered a large number of articles that report lack of returns on investments (ROI) made by organisations in deploying AI and related technologies. But, in reality many organisations are achieving significant return on investments in data analytics (AI/ML) which I…
[Brief background to this series: In recent months, I have encountered a large number of articles that report lack of returns on investments (ROI) made…
[Brief background to this series can be found by clicking this link ] In this article, we will discuss the significance of economic value, how…
Overview of the Data Analytics (AI/ML) ROI 101 series of articles Why data analytics (AI/ML) ROI do not show up? I have over 50 years of…
Our new book, ‘Redefining Value Where People and AI Meet’ which is now published worldwide on Amazon Books, reviews the key challenges that plague organisations…

I am Sundara Raman. With five decades of experience in industry consulting, information engineering and data science, I would like to share with you and learn from you the exciting trends where AI technology intersects with human skills and intelligence.