Use cases

Where the LLM call was only ever a label

Any step that asks a model to choose, rate or approve is a decision, not a generation. These are the ones people bring to us first.

Agent tool routing

Tool routing for agents

Pick the next tool in one forward pass instead of a generation step.

Support triage

Route, prioritise and classify every ticket the moment it arrives.

Content review

Approve, flag or remove with a probability for every option.