Comprehension Labs

AI labs can see final answers. They can't see the verified human process behind them.

We build that process data. You name the model failure, the workflow, and the acceptance test. We deliver complete task-to-outcome trajectories that pass your holdout.

1. Spec. You define the failure, the workflow, the metadata, and the rights you need.
2. Trajectory. We match the spec to an institution with the right people and outcomes, secure consent and commercial rights, reconstruct the full task-to-outcome record, and add qualified review.
3. Verification. We test the data against your holdout before it ships.

The dataset is the artifact. The spec, the provenance, and the verification are the product.

Our beachhead is education. We work directly with universities and assessment providers, where we have faculty access, institutional relationships, and a real consent layer.

Every dataset ships with provenance: who did the work, under what consent, with what review. Data is segregated per buyer and never commingled.

We start with a paid 4–6 week pilot on one workflow, built around your acceptance test.

For inquiries, reach us at [email protected].