P08 / Service offering · scoped by proposal
Cloud & AI Cost Optimization
Documented cloud and token cost reduction, architecture improvements, and model usage policies.
What we scope together
- Cloud & GPU Infrastructure Spend Audit
- LLM Token Routing & Caching Optimization
- Model Right-Sizing & Architecture Refinement
- Automated FinOps Dashboard & Cost Alerting
How the engagement works
Discover the current state, agree outcomes and boundaries, design a prioritized roadmap, then validate increments against agreed acceptance evidence. Commercial scope, timing and pricing require a proposal.
Discover the current state, agree outcomes and boundaries, design a prioritized roadmap, then validate increments against agreed acceptance evidence. Commercial scope, timing and pricing require a proposal.
Security & accountability
Agree access, data classification, human approval points and acceptance evidence before delivery. Hosting, residency, retention and contractual commitments are defined per engagement; no certification or legal approval is implied.