95% of enterprise AI pilots deliver zero P&L impact. It's almost never the AI itself — it's the operating model around it.
I write about the operating models, teams, and unglamorous infrastructure that make AI actually work — lessons from two decades of building data systems and AI companies.
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Five AI Infrastructure Trends: Too Boring for Tech Twitter, Too Critical to Ignore
Observability, FinOps, data contracts, model governance, compound systems. Not glamorous — but these are the five things separating AI teams that scale from those still firefighting in production.
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