Humanity is complexity.
A moment of human truth is more profound than a lifetime of machine. It is heart. It is pain. It is soul. If AI is to one day breathe, it needs to first be filled with humanity’s vastness and depth. Billions of lived experiences, across the globe, in the everyday, in the workplace, in the now.
Over eight years we’ve refined the art of capturing the deep human truth, from the exact people who possess it - so you can hold the data that redefines the frontier.
John
Long Horizon Captures
The most capable humans navigating the most complex real world multi-step tasks over hours or days. Solo or multi-human with handoffs, reasoning, generated assets and every action captured.
Conversational Audio
Genuine, emotive conversations between multiple parties with multi-channel audio and on-screen context. Discussions, negotiations, interviews - all with human verified, per track transcripts.
Evals and Preference
Human judgment at scale: preference rankings, side-by-side comparisons, rubric-based grading and red-team annotation - from verified, demographically precise participants.
Infinite capture possibilities.
Over 8 years we've created a million-strong network of humans, an end-to-end data capture pipeline and a team to assemble the precise training data your lab needs.