SystemsActive
Agentic Operations
Bounded autonomous agents that carry defined operational responsibilities, with explicit contracts and no authority over business state.
The problem
An agent given broad autonomy over a business is impossible to audit and unsafe to trust. An agent given no autonomy saves nobody any time.
What this system does
Explicit agent contracts: input schema, output schema, model policy — and a tool list that is deliberately empty for every workflow agent, enforced by test
Schema-validated output that cannot enter workflow state when invalid
Confidence, cost, latency, and token usage recorded per invocation
Deterministic fallbacks when a model is unavailable or returns nonsense
Agents propose; rules and humans decide