Once you can see and measure agent work, govern it with controls that apply at the gateway, not in each agent's code. Route work to the right model, set budgets at every level, define what agents can and can't do, and require approval where it matters.
The structure your company runs on — budgets, roles, data boundaries — ends at the agent layer. No way to say who gets what, so every agent just runs with whatever it was handed.
Every tool call already passes through the gateway — so that's where policy lives. Five controls, applied to every request, with nothing to remember and nothing to skip.
Every tool call passes through the gateway, so policy is enforced once and cannot be skipped.
Send tickets to different models by task type, cost, or capability — cheap models for cheap work, frontier models where it counts.
Caps per agent, employee, team, or department keep spend disciplined without manual policing.
Rules that apply to every request in the path, with no agent code changes and no exceptions slipping through.
Escalate high-stakes actions to designated approvers before they execute.
Send tickets to different models by task type, cost, or capability — cheap models for cheap work, frontier models where it counts.
Caps per agent, employee, team, or department. Spend discipline that enforces itself.
Rules that apply to every request in the path — no agent code changes, no exceptions slipping through.
Escalate high-stakes actions to designated approvers before they execute.
The right tasks move fast, the risky ones stop, and no agent operates outside the rules.
Write policy your team can read and enforce it at the gateway on every agent — route work, set budgets, define capabilities, and require approval where it matters.