Built for the moment after someone says,
the AI did something wrong.

A workflow can complete successfully and still choose the wrong tool, follow the wrong path, use the wrong context, or produce an outcome the customer cannot accept. The trace helps, but someone still has to reconstruct what happened and decide which evidence matters.

TalosRed reduces that manual work. We turn the telemetry teams already collect into a reviewable case: what happened, what is proven, what is inferred, what is still unknown, which runs are affected, and what happened after remediation.

We work with production teams around real incidents rather than hypothetical demo workflows. The product should be shaped by whether TalosRed can reduce the time, uncertainty, and coordination cost of closing a production AI incident.

That is the standard we intend to build against. Keep your telemetry. Bring the incident.