The world contains vast amounts of exactly what your model needs. Sensor logs, engineering artefacts, first-person video, domain code, decades of expert judgement written down in the margin of a ticket. None of it is on the open web. All of it belongs to companies who have never sold a byte in their lives.

Sourcing it in-house is a full-time role you did not sign up for: outreach, NDAs, redaction, licences, jurisdictions, contract. Every hour spent there is an hour not spent training.

Engagements are shaped by a brief, not a catalogue. You tell us the behaviour you want the model to learn. We come back with a shortlist of holders, budgets and timelines. Small, cleared samples arrive first, so your team can evaluate before any commitment. If the sample does not train, the deal does not happen.

Every dataset arrives with the receipts: consents, licences, jurisdictions, redaction logs. The paperwork your legal team was going to ask for, prepared before they ask.

To submit a brief, write to us.