For AI companies

Ready to build better AI?

Get in touch to discuss your data needs. Our network of domain experts generates high-quality data on demand, and we source and collate real project data directly from professional firms: complete workflows, captured end to end.

Real practitioners

Every dataset is produced by vetted experts: doctors, engineers, lawyers and analysts doing the tasks they do every day.

End-to-end project data

We source and collate data from professional firms themselves, not just individual experts. That means complete workflows captured across a weeks-long project, on specialised work you can't replicate with short single tasks.

Custom to your model

We scope tasks, formats, and rubrics around your training or evaluation goals, not off-the-shelf templates.

Quality & privacy first

Multi-pass expert review, clear licensing, and privacy-safe collection on every delivery.

Looking for expert contract work instead? Head to our Open Positions page. Messages about expert roles sent here are routed separately.

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Tell us what you're building and we'll scope the right expert-sourced dataset.

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