Had a great conversation with Shakthi, one of the most insightful and knowledgeable experts out there. He knows the subject very well and break s the concept down in a very digestible actionable format. Thanks !
For focused AI questions that require quick response
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About me
With three decades in enterprise architecture, I work where strategy, AI adoption and system design intersect. I advise CTOs, founders and enterprise leaders who are making consequential technology decisions involving LLM integration, AI agents, platform modernization, governance models and cost control. My focus is not on surface-level AI experimentation but on architectural survivability, systemic risk reduction and long-term scalability.
Every engagement is structured and decision-oriented. We dissect the architecture across application, data, model and governance layers, stress-test assumptions, examine token economics and clarify build vs buy tradeoffs. You leave with prioritized actions and architectural direction grounded in real enterprise experience. If you are making a serious technology bet, this is where we bring clarity.