Data supply
Verifiers & Rubrics for Verticals
Expert-weighted rubrics and deterministic verifiers for vertical AI, portable into the stack you already run.
Specification
What ships in the box
Weighted by practitioners
Criteria set by the experts who carry the consequences of getting the work wrong.
Deterministic where it counts
Rubrics compile to code, so grading holds steady across runs and across judges.
Licensed on its own
Point audited grading at the environments and datasets you already have.
Remarks / supply
An agent output can look correct while leaving the underlying system in the wrong state. Our rubrics grade the state, and every verifier has to recognize an expert’s own recorded run before it ships.
Request supply
Tell us where your model breaks.
We build the environment.
Sample task packets and environment access for evaluation. Tell us the capability you care about and we will send the relevant cut.