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Metering is the cross-cutting backbone — every AI action writes here. See the concept guide on metering & credits for the flow.

Metering (metering app)

Billing (billing app)

Why this is trustworthy

UsageEvent.cost_usd records the real provider cost, so manage.py check_margins can prove that no feature is billed below cost and audit gross margin across both LLM and paid-data spend.
Generated from the metering and billing app models; re-syncs each iteration.