The control plane for
organizational AI
AI Control Center is where admins govern users, roles, entitlements, policy, security, observability, audit, runtime, and billing for every AI surface in the organization — a single, accountable place to run AI like production infrastructure, not shadow tooling.
What AI Control Center is
AI Control Center is the administrative control plane of Org Systems AI. Where AI Hub is where employees do AI-assisted work, AI Control Center is where admins decide what is allowed, who can do it, what it costs, and how it is audited — governance, security, and operational control in one dedicated surface.
Nine core jobs
Everything an admin needs to run AI responsibly
Users
Provision, deactivate, and manage the full lifecycle of every human and service identity across the organization.
Roles
Define role-based access with deny-by-default authorization so every action is explicitly permitted, never assumed.
Entitlements
Control exactly which agents, models, connectors, and workflows each team or individual is entitled to use.
Policies
Set organization-wide policy for data handling, approvals, and human-in-the-loop review before actions execute.
Security
Manage API keys, encrypted vaults, and access boundaries with AES-256-GCM secret storage and HMAC-signed credentials.
Observability
Monitor every agent run, model call, and workflow execution in real time across the entire organization.
Audit
Maintain immutable, queryable audit trails for every decision, approval, and access event for compliance review.
Runtime
Oversee the Agent Runtime Network — nodes, capabilities, and execution health — from a single operator view.
Billing
Track usage, allocate budgets, and reconcile spend across teams, models, and runtime infrastructure.
Why admins need a surface of their own
AI Hub is optimized for getting AI-assisted work done quickly. AI Control Center is optimized for the opposite instinct: caution, oversight, and accountability. Mixing the two erodes both.
Built for governance, not throughput
Admins need visibility and control surfaces that never get buried under day-to-day project and workflow activity.
Institutional trust by default
Deny-by-default authorization, encrypted secrets, and immutable audit logs make AI usage defensible to security and compliance teams.
One place to see everything
Every model call, agent run, workflow, and dollar spent rolls up into a single administrative view — no reconciling five dashboards.
Policy that actually gets enforced
Policies set in AI Control Center are enforced at the runtime layer, not just documented and hoped for.
Give your admins the control plane they've been missing
Request early access to AI Control Center, or talk to our team about your governance requirements.