Everything here comes from real work — not theory. Built for practitioners who want to think clearly about AI governance.
The exam preparation framework used by 700+ professionals across 60+ countries. Covers all 12 domains, 19 master rules, trap types, and practice questions.
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Enquire to bookLLM playbook, governance frameworks for enterprise teams, and structured learning resources for AI practitioners. Watch this space.
Coming 2026I am a Principal Consultant at Infosys with over 20 years in IT. My focus is AI governance and agentic AI — specifically what happens when these systems move from pilot into production and governance has to hold at the moment of action.
I passed the AIGP exam with a score of 475 out of 500 and built a preparation playbook that is now used by practitioners across 60+ countries. I publish regularly on LinkedIn about governance questions that organisations are not yet asking.
Everything I build comes from what I see on the ground. Not from headlines.
Selected posts from LinkedIn — the ones people saved, shared, and came back to. Updated as new ones land.
A complete exam preparation framework covering all 12 domains, 19 master rules, trap types, and practice questions. Built from a 475/500 score. Shared openly.
The hardest part of AI governance is not writing the policy. It is making it impossible to bypass when it inconveniently gets in the way.
Its answer revealed something uncomfortable about how we build AI systems — and how we talk to them. AI sycophancy is not a bug. It is a design choice.
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