AI cloud usage intelligence
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 · 3-month minimum
Audits fix what already drifted. The retainer keeps the next AI feature from shipping without usage tags. Each month includes a scheduled review of upcoming instrumentation, async answers on attribution questions, and a short pulse on volume anomalies we notice in shared views.
We do not operate your cloud console or renegotiate vendor contracts. The work is judgment: clearer usage stories, sharper cost questions, and pushback when a chart is asked to prove something the logs cannot support.
Best for teams already calling AI cloud APIs who want a steady external check before usage intelligence frays again.
Typically included
- Two scheduled sessions per month
- Async attribution review
- Monthly usage pulse note
- Priority replies for release blockers