Manage access requests, find capability profiles that match an agent.

List, retrieve, register and update AI agents in the deployment inventory.

Retrieve usage settlements and pre-calculate the chargeback.

Query external regulatory and compliance policy definitions.

Determine cost estimates, comparable deployments and usage-index figures for an agent.

Schedule and reschedule evaluation sessions, check open time slots and log feedback.

Retrieve provenance and lineage records for a foundation model.

Query external LLM/agent unit-cost benchmarks by provider and model tier.