The shared layers
Stop the swivel chair. Govern from one seat.
Policy, Guardrails & Identity
Set a rule once - PII masking, prompt injection, who's allowed to do what - and it applies everywhere, for every model, agent, and tool. One identity model. One switch to shut it all off.
Cost, FinOps, Token Management & Observability
See spend by team, model, and cost center, set budgets that alert well before they're blown, and get one traceable view of what AI actually costs.
AI Registry & Catalog
Eliminate the silos and sprawl - one catalog of every model, agent, and tool already built and approved, so new work starts there, not in the shadows.