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Notes on real cloud cost optimization

Case studies, pricing-data methodology, and the mistakes we found (and fixed) in how cloud savings tools usually calculate their numbers.

Case study

How we found ₹1,16,387/month in real Azure waste — traced to the rupee

We ran CloudOptimizer AI against a live production Azure subscription with a real, invoiced monthly bill. Here's exactly what it found, how much was recoverable, and why we show a range instead of a single number for some of it.

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Methodology

Why most cloud cost tools show you a guess — and what we do instead

Flat "65% savings" percentages and hardcoded price tables are the industry default. We explain the bug that happens when you use them, and the three-state model (precise / priced / unquantified) we built to replace it.

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