Meet your stack where it already is.

Deep execution: schedules, rightsizing, storage and network fixes applied via scoped IAM roles.

Inventory and spend visibility across subscriptions, unified with the rest of your bill.

Project-level inventory and spend visibility in the same control plane.

Node-group off-hours scheduling, extended-support fee traps, namespace cost splits.

Orphaned volumes, zombie load balancers, and pod-level advisory guidance.

The full recommendation lifecycle — approve, snooze, dismiss — routed to resource owners.

Enterprise SSO with just-in-time provisioning, RBAC, and a unified audit log.

Token-class breakdown for Claude — cache reads, cache writes, and effective $/M.

Per-key, per-model spend normalized into your AI cost ledger.

Bedrock usage unified with the rest of your AWS bill — and the runtime for our agent.

Deployment-level token spend, mapped to teams and products with virtual tags.

Gemini and Vertex model spend, normalized against every other provider.

Routed multi-model traffic, attributed to the use cases that generate it.

Grok token spend in the same ledger, same units, same anomaly detection.