A clearer first handoff.

AI Patch Desk is a BenchSprout product for junior security analysts and engineers working through vulnerability findings in AI applications. It helps explain the public signals and record the local questions that a service owner needs to answer.

The AI in the name describes the application stack being reviewed. The worksheet does not use a language model, invent an assessment or claim to replace a scanner. Its selected MLflow example shows why a dependency finding needs deployment context.

What a useful result looks like

A useful worksheet says what was observed, which sources were checked, whether applicability is established, who owns the next action and what evidence will confirm completion. Unknown is a valid result when the information is missing.

See the source methodology, beginner field guides and publisher information. No customer, certification or market-leadership claims are made.