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Notes, guides, and product updates on managing AI spend across your stack.

July 30, 2026

Title: AI Governance Without ROI Is a Budget Problem Waiting to Happen

Most enterprises can answer "is this AI safe?" They can't answer "is this AI worth it?" That gap is now a budget problem.

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July 16, 2026

The AI spend problem just went mainstream

Why LTM, Infosys, TCS, and Wipro betting on the same AI model means AI spend visibility just became urgent.

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July 4, 2026

The Shift From AI Adoption to AI Optimization

One Indian enterprise spent ₹78 crore a month on AI. The era of adoption is over. The era of optimization has begun.

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June 28, 2026

You Can't Measure AI ROI If You Don't Know What You're Spending.

Boards want ROI, CFOs need to prove it, but most companies still can't answer the simpler question first: what did we actually spend on AI?

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June 19, 2026

A Major Enterprise Burned Its Annual AI Budget in Four Months. The Fix Was a Blunt Instrument.

Leadership knew the moment the budget ran out. That's not the problem. The problem is what happens next.

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June 19, 2026

The $70,000 Bill for Tokens Nobody Generated

A billing bug at a major AI provider kept charging one company even after every API key was deleted. It's a reminder that spend caps alone don't catch what the vendor's own system gets wrong.

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June 19, 2026

The Invoice Nobody Wants to Open

Enterprise AI spend has outpaced enterprise AI governance. Inside the growing anxiety of CFOs worldwide who know the bill is coming but have no way to forecast what it will say.

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