AI Cloud Analytics Tech
See which applications actually burn your AI cloud capacity
From Tuen Mun we turn opaque AI cloud usage into application-level stories your product and finance leads can share without arguing over the invoice.
Request a usage briefPrimary engagement
AI Cloud Usage Audit
Start with a concrete inventory of the AI endpoints your applications call, then rank the measurement gaps that keep cost conversations stuck.
From HK$28,500 · 10 business days
Open the audit brief
Related engagements you can request
Informational pricing only—no payments are processed on this site.
- 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
- Cost Signal Mapping Connect billing line items to application signals so cost conversations reference the same usage story as your product telemetry. HK$31,200
- Usage Intelligence Retainer Monthly review of AI cloud usage signals so new features do not reopen last quarter’s attribution gaps. HK$18,600 / month
What clients leave with
Owned artefacts—not a black-box feed that keeps running without you.
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Usage maps you can keep
Application-to-endpoint inventories written so a new engineer can tag the next AI path without inventing synonyms.
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Attribution that survives releases
Property contracts and checklists your web and backend leads can replay after ship day.
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Honest limits
We name sample gaps, shared-key blindness, and charts that cannot answer the question leadership is asking.
“We thought a launch had doubled model spend. The audit showed a retry loop on one mobile path—product was fine; the client SDK was not.”