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AIM-Square
Vision for AI/ML enabled decision-making in Manufacturing industry
Lessons for Life
Bits of Life, and Learning, Appreciation for Divinity and Humanity
Project Pulse AI
Explore how artificial intelligence is transforming project management, enterprise systems, leadership, and operations into intelligent, adaptive, and human-centered ecosystems
Journey-Based Product Teams: Why Org Charts Fail Customers18 July 2026Organizations built around internal functions ship working systems that still fail customers, because nobody owns the journey between the systems. This piece argues for...arrow_forward
The Death of the "IT Project" - Governance and Funding for Programmes That Never Close13 July 2026Programmes are now continuous product/platform journeys. What does governance look like when there's no end date? Funding models (project-based vs. persistent teams) are being...arrow_forward
The Governance Compact: Why Information Integrity Is the Load-Bearing Wall of Every Large Programme3 July 2026A ten-part series, from the PM's quiet instinct to select Green, to the cascade nobody saw coming, to the view from the other side...arrow_forward
The Longer Game - and Why Reputation Is the Only Governance Asset That Compounds3 July 2026On why programme management credibility is built in years and lost in meetings, why the most experienced committee members have learned to dread the...arrow_forward
Five Disciplines - What Good Actually Looks Like2 July 2026On the five disciplines that separate programmes that survive their own complexity from programmes that are consumed by it, with concrete steel plant examples...arrow_forward
Fear Factor — When the Committee Makes Fear the Rational Choice1 July 2026On why the governance environment produces the information it deserves, why two identical programmes with identical budgets and identical complexity can produce completely different...arrow_forward
When the Committee Turns Over and the Programme Pays the Price30 June 2026On why large programmes outlast the people who govern them, why the incoming committee member is the most exposed person in the governance structure,...arrow_forward
Otherside - The View Nobody Talks About29 June 2026On why the steering committee member is the most disadvantaged person in the room when a cascade finally surfaces, what it feels like to...arrow_forward
The Cascade Nobody Saw Coming28 June 2026On the four-stage mechanics of programme failure, why the trigger always lands somewhere nobody expected, and how a weighbridge sensor in month ten became...arrow_forward
Why Scale Changes Everything and Why Your Dashboard Lies at a Different Altitude27 June 2026On the difference between a project and a programme, why interdependency is both the engine and the Achilles heel of large-scale delivery, and why...arrow_forward
Yeh Toh Safe Lag Raha Tha, Sir — The Trap That Feels Like Safety26 June 2026On why managed optimism is the most professionally dressed form of self-destruction, why the relationships you are protecting will not protect you back, and...arrow_forward
What a Steering Committee Actually Is, and Why You Are Using It Wrong25 June 2026On the difference between an audience and an intervention mechanism, why project managers treat one as the other, and what it costs when a...arrow_forward
The Green Dashboard Trap: Why ERP and MES Projects Fail Long Before Anyone Reports Red24 June 2026On the peculiarly Indian talent for optimism in the face of evidence, why the RAG (Red Amber Green) system is being used as a...arrow_forward
The Steel Industry's AI Moment Has Three Speeds — And Business Teams Are Stuck in First Gear23 June 2026AI in steel is ready. The bottleneck is business teams. Explore a three-tier taxonomy: Assist, Replace, Unthinkable, across every function of an integrated steel...arrow_forward
Agentic AI in Steel: Why Your Plant Already Has the Data, But Not the Decisions20 June 2026Your plant doesn't have a data problem. It has a 40-minute problem: the gap between something changing on the floor and someone actually acting...arrow_forward
Unlocking AI's Potential in the Steel Industry15 June 2026Discover how hands-on experience and data-driven strategies in steel production can unlock AI's potential for operational efficiency and innovation.arrow_forward
AI as the New Project Coordinator: Transforming Project Management6 June 2026Discover how AI project coordinators enhance project management tools and leverage predictive analytics for improved leadership. Transform your workflow today!arrow_forward
Rethinking 'Customer is King' in Project Management5 June 2026Discover how collaborative project management transforms AI-driven customer relationships and fosters effective partnerships in projects. Learn more today!arrow_forward
Nobody Gets a Bonus for Clean Data2 June 2026Why "fix your data first" is bad advice for AI in steel. Forget AI-first vs data-first—start with the business problem and let the feedback...arrow_forward
I built a clinical tool with AI. Now I'm seeing the steel mill in everything.31 May 2026Building Software in a Domain You Don't Know. A developer built a clinical tool with AI as thinking partner, not auto-complete. Here's what worked,...arrow_forward
The Failures of Traditional Project Management Methods31 May 2026Discover why traditional project management failures hinder adaptation. Explore agile project management benefits and challenges of project management transition.arrow_forward
Accelerating Steel Innovation with AI: Strategies for Success31 May 2026AI is transforming the steel industry by improving efficiency, quality, and decision-making, but successful adoption requires more than technology alone. Strong executive sponsorship, effective...arrow_forward
Integrating AI into Supply Chain Workflows in Steel Manufacturing23 May 2026Integrating AI can lead to significant improvements in legacy supply chain systems, making them more efficient and responsive to market demands.arrow_forward
AI-Driven Enterprise Physiology Model29 April 2026arrow_forward
Move Fast, Break Things, Learn Faster: Why Fear Is the Only Bug You Can’t Fix25 April 2026arrow_forward
The Future Doesn’t Prototype, It Generates: From Idea to Production in 48 Hours16 April 2026arrow_forward
From Steel to Silicon: Building an AI Operations Copilot for Hot Rolling Mills11 April 2026arrow_forward
The AI Fear Feels New. History Says Otherwise!7 April 2026arrow_forward
I Tried Coding It First. This No-Code Approach Worked Better.4 April 2026arrow_forward
Thinking Before Building: How “Ensemble Prompting” Changed the Way I Create with AI24 March 2026arrow_forward
The Conversational Control Room: Bridging Decades of Expertise with NLP14 March 2026arrow_forward
The Predictive Surface: Eradicating Defects with AI-Driven Computer Vision and Digital Twins8 March 2026arrow_forward
The Rise of Agentic Microservices in Steel Manufacturing1 March 2026The article explores how agentic microservices—specialized AI agents that perceive, reason, and act autonomously—can augment legacy steel manufacturing systems by delivering context-aware recommendations and...arrow_forward
From Power to Purpose: How India’s MANAV Vision Shows the Real Future of AI22 February 2026arrow_forward
The End of the "Coder" Era: Why Your Product Idea Is Now More Important Than Your Syntax11 February 2026arrow_forward
The Heavy Industry AI Manifesto: Why Most Plants Fail and How to Build a Transformation That Sticks8 February 2026arrow_forward
Beyond the Hype: Is Your Steel Plant AI-Literate or Just AI-Equipped?1 February 2026AI readiness in steel manufacturing is not defined by deploying AI tools, but by building AI literacy across the workforce—the ability to understand, question,...arrow_forward
Decision-Centric Thinking in Steel: Making the Invisible Visible29 January 2026arrow_forward
The Death of the "Perfect Plan": Why Steel Plants Must Become Disruption-Native24 January 2026arrow_forward
The Steel Industry’s Hidden Barrier: Why Even "Perfect AI" Won’t Fix Everything18 January 2026arrow_forward
From "What If" to "Wow!": My Journey Building a Custom AI Talent Shortlister (And Why YOU Should Build Too!)11 January 2026arrow_forward
The Invisible Decay: Why Steel’s Most Critical Decisions Are Made Too Late3 January 2026arrow_forwardarticleAI Driven Order Balancing in Steel: From Quantity Control to Stability Management30 December 2025AI‑driven Order Balancing does not eliminate uncertainty in steel manufacturing; it makes the system less fragile in the face of it. By reframing balance...arrow_forward
The Most Frequent Decision in a Steel Plant and How AI Learns From It28 December 2025arrow_forward
Ramu bhaiyya - A big-hearted Autowala19 February 2022During a stressful evening at Mumbai's crowded Dadar station, the author missed his train after being stopped by police and then discovered his pocket...arrow_forward
Shoo away the dogs!24 July 2020During a routine lockdown-era morning walk to buy milk, the author stumbled upon a strange roadside ritual involving lemons, seeds, flowers, and broken pots,...arrow_forward
A Good Samaritan - Story of a Rare Compassionate Old Man22 March 2019While waiting for a delayed train at a busy Chennai railway station, the author became intrigued by an elderly man who appeared distressed and...arrow_forward
Kem cho - A Good cop who made my day17 March 2019During a stressful rainy drive near Vadodara, a novice driver found his car helplessly sliding backward on a muddy, steep incline, narrowly avoiding a...arrow_forward
OMG! Save me!16 March 2019During a pilgrimage to the ancient Sri Mallikarjuna Temple on the crowded last Monday of Karthika, the author faced a moral dilemma when a...arrow_forward
Atithi Devo Bhava - The Richest Hospitality15 March 2019A weary family traveling through rural Karnataka discovered that true richness is not measured by wealth, but by the generosity of a village couple...arrow_forward
The Dark Knight - My first encounter with a serpant8 March 2019After moving into a newly built house on the outskirts of Bellary, the author encountered a terrifying six-foot black cobra that slowly slithered over...arrow_forward
EngagementStanding for PSI in a Steel CityRepresenting PSI at the ISA Kolkata Section Technical Symposium in Bokaro Steel City, a talk on the PSI Chatbot, and a room full of people who actually run steel plants.arrow_forward
