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Govern · Access, policy & cost control

Set the rules once. Let every team move.

AI governance for every team and every model: access, approvals, budgets, and spend policy defined in one place and enforced on every call, so the right people get the right models within the limits you set.

access-engine · live policyENFORCING
Allowed98.2%Via relay1,940Over budget213
Why governance sits in front

Uniform control is what makes providers interchangeable

Provider capability sets do not match one to one, so governance assembled at each provider is inconsistent by construction and gets rebuilt on every switch. One control layer in front of every provider carries the full set once. Providers become capacity you can swap with a routing change.

Governance at each providercapability sets do not match 1:1Provider Aaccess controlsaudit logno budgetsno guardrailsProvider Baccess controlsno audit logbudgetsno guardrailsProvider Cno access controlsaudit logno budgetsguardrailsThree different control planes to reconcile,policy can never be consistent across themswitching providers means re-building controlsinconsistent by construction · lock-in by defaultUniform control, in frontone consistent set, before any providerOne control layeraccess controlsaudit logbudgetsguardrailsProvider AcapacityProvider BcapacityProvider CcapacityProviders compete on price, models, and speed;the controls stay put when one is swappedswitching providers is a routing changeconsistent by construction · choice by default

One consistent control set, before any provider

Access management

The right people, the right models.

Fine-grained access by team and role, mapped to the structure you already have and the identity provider you already use.

  • Per-team, per-model access control with RBAC
  • Teams imported from your directory groups
  • Policy applied in the request path
  • Sign in through your SSO identity provider (SAML)
  • Offboarding ends a member's sessions and keys in your workspace only
access-policy — by teamEngineeringno-PIIon-premall-modelsData Sciencebudget $30kall-modelsSupportredact-PIIapproved-onlyFinanceno-externalapproved-onlyDECISION TRACErequest → team ✓ → policy ✓ → allowed
Budgets & FinOps

Track and manage AI spend all in one place.

Budgets, limits, and cost attribution live right next to your access rules. Every call is costed the moment it's made and charged to exactly one budget, with the ledger ready for finance.

  • Set budgets per team, mapped to your org and cost centers
  • Real-time cost attribution and chargeback
  • Hard monthly limits with an alert threshold
  • A monthly limit on one agent's API key, without touching the shared budget
  • CSV ledger export by budget and cost center, plus cost events streamed to your observability stack

See the Control AI Cost use case

budgets — hierarchy & gatesEngineering · $50k/moML Platform$20k/moSearch$12k/moalert @ 80%Assistants$10k/moGATESchargeback limitcogs ceilingentitlement
Distributed authority

Set policy once. Teams operate autonomously.

Workspace Admins define the guardrails; every team inherits them and moves on its own; no ticket, no IT bottleneck.

  • Pick a governance posture at workspace creation: Permissive, Baseline, or Restricted
  • Scoped to your org structure
  • Approve what needs review; auto-grant the rest within policy
  • Overrides and cost-ceiling crossings sent as Governance Signals, with every request audited
distributed authorityWorkspace AdminEngineeringinherits policySecurityinherits policyFinanceinherits policyset once → teams operate autonomously
The AAA model

Access is not authority. Authority is not accounting.

Flat platforms assume person → team → budget. Enterprises don't work that way, and neither do we. Access, authority, and accounting are independent, many-to-many dimensions, so your governance model can match your org instead of fighting it.

  • Teams and budgets link many-to-many: shared, multi-linked, or crossed by direct grants
  • Access is a union; accounting is a selection - every call charges exactly one budget
  • API keys bind team context and budget independently
  • Budget Managers and Team Owners are separate, non-overriding authorities
  • Budget limits, a workspace provider-cost ceiling, and per-key monthly limits
∞ × ∞
team-to-budget relationships
1
budget charged per call, so attribution is never split
$0 left
hard stop the moment a budget runs out

Govern your AI.

Define access, approvals, and spend policy once, and let every team build within it safely, without waiting on you.