AI cloud usage intelligence
Token & Endpoint Attribution
Attribute token and request volume to features, environments, and tenants so AI cloud usage stops appearing as one opaque line.
HK$34,800 · 3-week engagement
When every AI request shares one API key and one dashboard tile, nobody can answer which feature burned the budget. Attribution work defines the property contracts—feature, environment, tenant, model—that must ride with each call.
We design the event and log fields, validate them against a live sample window, and document how staging should stay comparable to production without polluting rollups.
Deliverables include an attribution schema, sample queries your analysts can rerun, and a release checklist so new AI features inherit the same tags.
Typically included
- Attribution property contracts
- Live sample validation window
- Analyst query starter pack
- Release tagging checklist