We exist to make frontier AI more capable, more verifiable, and more aligned.

Vraify was started by researchers and engineers who saw the same bottleneck inside AI research teams: the data layer was the slowest, most opaque part of the post-training stack.

We built Vraify to be the verification layer we wished existed when we were on the inside — engineering-first, expert-deep, with provenance on every datapoint and infrastructure that ships in days rather than quarters.

Frontier AI gets to a useful, aligned future faster when the data layer is rigorous, transparent, and grounded in real human expertise.

We measure ourselves against capability benchmark lift, not annotation throughput.