Service model
Usage Atlas
A fixed sequence so AI cloud usage work ends with maps and attribution rules your team owns—not a deck that expires when the consultant leaves.
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Horizon — name the stuck usage question
We begin with one decision your team cannot settle: a disputed model bill, an untagged feature launch, or a retry storm nobody owns. Breadth stays intentionally narrow.
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Access — read-only by default
You grant temporary read access to billing exports, application logs, and relevant docs. Write access to production credentials is not required for audit or mapping work.
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Inventory — surface the contradictions
Endpoints, keys, features, and tenants are listed before recommendations. Shared keys and silent retries appear here, not as a Friday surprise.
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Atlas — rank by shipping impact
Fixes are ordered by how much they change decisions you make this quarter. Cosmetic renames wait behind missing tags and unmatched charges.
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Handoff — artefacts stay with you
You leave with written maps, attribution contracts, and a walkthrough. We do not keep operating your stack unless you separately book the Usage Intelligence Retainer.
Ready to chart the next cycle?
Most teams begin with an AI Cloud Usage Audit. If attribution fields already exist but billing still disagrees with telemetry, tell us which cycle and we will suggest Cost Signal Mapping instead.