A governance layer above schedulers and runtimes that makes inference financially predictable at scale.
Compute unit economics by tenant, model, and workload class. Establish baseline leakage.
Enforce quotas, priority tiers, and isolation. Route workloads by p99 targets and cost envelopes.
Cost-per-token, GPU-seconds fairness, fleet leakage, and tail latency stability — built for CFO + CTO alignment.
Continuous tuning across model/runtime/scheduler/cost feedback to policy.
