From Bolts to Bots : A Transformational Shift from Machines to Machine Learning

Category: Literature and Lifestyle

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Book by Dr. Sreekumar Krishnan | Genre: Information Technology

In a world racing toward automation and intelligence-driven systems, From Bolts to Bots: A Journey from Machines to Machine Learning stands as both a timeline and a roadmap. Written by the accomplished technocrat Dr. Sreekumar Krishnan, the book takes readers on an insightful journey—from the era when machines were assembled with nuts and bolts to today when machines possess the power to learn, predict, and make decisions through Artificial Intelligence.

The book is grounded in the author’s 35+ years of multidisciplinary experience, touching almost every corner of the engineering and business spectrum—from plant operations and maintenance to digital transformation and AI-led solutions. Rather than offering just a theoretical understanding of AI, Dr. Krishnan bridges mechanical engineering fundamentals and cognitive automation, highlighting how the two worlds are now converging.

What the Book Offers

From Bolts to Bots is not merely a technical guide; it is a story of evolution and adaptation. It covers:

Fundamentals of AI, robotics and machine learning

Real-world insights in predictive maintenance and industrial automation

Ethical considerations and AI accountability

The intersection of technology, business, and decision-making

Challenges of AI in law and industry governance

The shift from human-driven industries to algorithm-driven intelligence

The narrative emphasizes that while machines today can think, learn, and adapt, the role of human judgment, ethics, intuition, and purpose remains irreplaceable. In an era where efficiency is outsourced to algorithms, the book serves as a reminder that technology must stay rooted in humanity.

About the Author

Dr. Sreekumar Krishnan is a mechanical engineer and leading business consultant with over 37 years of experience across consultancy, operations, ISO certifications, quality management, team leadership, and organizational transformation. He has won 80+ national and international awards, including recognition for Business Consultancy, AI, Astrology, and Literature.He is the celebrated author of “The Business Whispers,” winner of 12+ awards, and currently serves as the Managing Partner of Yantra Holdings.His professional affiliations span multiple globally recognised institutions, including IIPE, NIQR, IFERP, IET (UK), IAENG (Hong Kong), SPE, ISBM and many more.Holding 110+ certifications in areas ranging from Business Management, AI, Cyber Security, Aviation Law, and Ethical Hacking to Sujok, Feng Shui, and Reiki, Dr. Krishnan represents an exceptional fusion of analytical, technical, and intuitive knowledge systems.He has been honoured with the Rabindranath Tagore Book Award – Readers’ Choice Edition by DRDC for his literary contributions.

Review

From Bolts to Bots is a compelling and timely contribution to modern technology literature. It respects the mechanical roots of engineering while enthusiastically decoding the intelligent future. Dr. Krishnan manages to deliver clarity without oversimplifying and depth without overwhelming. His real-life experiences enhance the credibility of every chapter, making the book not only educational but also deeply inspiring.For anyone seeking to understand not just where technology is going, but why and what it means for humanity, this book is a must-read. It encourages readers to see AI not as a replacement for humans but as an augmentation of human potential and purpose.

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