Use cases

Six questions nobody can currently answer.

Every one of these started with a customer telling us what their agent reporting could not show them.

Where teams start

Agent discovery

Find the agents nobody registered — the ones built in a sprint and never decommissioned.

Silent correction

See how often people quietly rewrite the output instead of reporting a problem.

Cost per outcome

Spend measured against work actually completed, not tokens consumed.

Rollout assurance

A before-and-after verdict on every agent release, on real traffic.

Regulated evidence

Replay any run for an auditor, including what the agent was allowed to read.

Retirement calls

Decide which agents to switch off, with the arithmetic to defend it.

A run that finished is not a run that worked. Here is how we measure the difference.

Get started

Most pilots answer the question inside two weeks.

Most pilots answer the question inside two weeks.