Cernira

Expert AI training data

Discern the signal from the noise.

Cernira matches frontier AI labs with vetted domain experts for evaluation, RLHF, red-teaming, and high-fidelity annotation — across medicine, finance, law, and engineering.

Verified specialists

Annotators authenticated by institutional email or RPPS. No anonymous crowd — every annotation is auditable to a verified expert.

Built for evaluation

Pairwise preferences, SFT demonstrations, structured rubrics, and adversarial red-teaming — designed for post-training and eval, not bulk labeling.

European by design

Data hosted in the EU (eu-west-3). GDPR-native, with optional data residency guarantees for sensitive verticals.