Field notes
Short writing from engagements—usage maps, attribution gaps, cost signals, and honest scope.
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Map usage before you commission another cost dashboard
A polished spend chart on untagged AI calls only accelerates the wrong debate.
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Retry storms that invent invoice cliffs
A silent backoff loop can look like a product launch when you only read the bill.
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Shared API keys create shared blindness
One key for every service makes usage intelligence optional theatre.
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What AI Cloud Analytics Tech does—and does not—sell
Expect usage clarity and owned artefacts, not a managed cloud bargain desk.
