Confirm which data, which model, which run.
Attestation for training pipelines and inference calls. A third party can verify that a stated result came from the stated data and the stated model, without seeing either.
VerifAI Discovery Trainer
Training and inference attestation for drug-discovery models.
A research partner or regulator can confirm which data and which run produced a given result.
VerifAI Boat Policy Attest
Attestation for autonomous-vessel control policies.
Confirm which policy, trained on which data, is running on a given hull — before it leaves harbour and after it returns.
VerifAI Flight Model Trainer
Attestation for drone flight-control and perception models.
A regulator or insurer can confirm which model, which data, and which run produced a given flight decision.
VerifAI Policy Trainer
Attestation for robot control policies.
A checkable record of the training run behind a deployed policy.
VerifAI Training Attestation
Attestation for foundation-model builders.
A checkable record of a training run, without exposing the underlying weights or data.
VerifAI VR Training Provenance
Verify with AI: training-data provenance for VR/XR models.
An attestable record of the synthetic and captured data that trained an immersive AI system.
VerifAI Simulation Verify
Verifiable simulation for VR/XR environments.
Reproducible runs of a virtual environment for training, evaluation, and safety review.