Sourcing
Sourcing to spec
Tell us the domain, data type and volume. We find partner companies that hold it.
Data partnerships & licensing
Licensed data, with the rights checked first.
Through our data-partnership program, companies license operational data (procedures, workflow recordings, support tickets, call transcripts and domain documents) to AI teams. We check rights, remove personal data and package it before anything moves.
72-hour paid pilot · Evidence for every expert · Free replacement
What you receive
- Sourcing to spec
- Rights & consent review
- Anonymization
- Packaging & documentation
Delivered as
- Datasheets
- Provenance records
- Structured exports
- Written licenses
The problem
The data you need isn't on the open web.
How skilled work actually gets done lives inside companies: in procedures, recordings, tickets and case files. It is rarely public, and buying it safely means checking rights, consent and personal data first.
We run that process for both sides. Companies license what they already have, and AI teams get data with its rights and provenance on record.
- Unclear rights and consent
- Personal data in raw exports
- No provenance for what you train on
What we deliver
What you receive.
Our partnerships team for rights and packaging, and vetted domain experts for annotation. Delivered in your format, with a provenance record for every item.
Rights
Rights & consent review
Ownership and permissions checked and documented before any license.
Privacy
Anonymization
Personal data removed or masked before anything leaves the partner's systems.
Packaging
Packaging & documentation
Cleaned, structured data with a datasheet and a provenance record.
Terms
Written licenses
Non-exclusive by default, exclusive where agreed, always in writing.
Enrichment
Expert annotation on top
Vetted experts label, evaluate or enrich the licensed data for your use.
Typical outputs
- Datasheets
- Provenance records
- Structured exports
- Written licenses
How vetting works
Every expert comes with the evidence.
Rather than a profile and a score, you get the record behind each person on your project, and you can review it before they start.
- Recorded AI video interview with the full transcript and a scored rubric
- ID and liveness check, with duplicate-account detection
- Credentials checked with the issuing body where the role needs them
- Integrity flags from the interview, shown to you in plain words
- Paid calibration against gold answers before any client work
How an engagement runs
From first call to scale, pilot first.
Scope
Tell us the task, the domain, the languages and your quality bar. We write the rubric with you.
NDA on requestMatch
We staff vetted experts whose field and language fit the task, and share their evidence packs.
Evidence per expertPilot
A 72-hour paid pilot on your real task, with gold items, dual review and agreement scores.
72 hours, paidScale
Scale on the model that suits you: hourly, per task or a managed pod. Free replacement throughout.
Free replacement
Related solutions
Often paired with this.
- Capture Egocentric & physical-AI video capture First-person video of real tasks from vetted contributors, captured to your spec.
- Speech Audio & speech data Recording, transcription and speech-model evaluation by verified native speakers.
- Evaluate LLM evaluation Held-out test sets, rubric scoring and side-by-side comparisons by experts in your field.
Get started
Tell us the gap. We'll scope the pilot.
Every engagement starts with a 72-hour paid pilot. We reply to every request within two business days.
Talk it through
A 30-minute call with the founding team. Bring the task, the domain and your quality bar.
Get a quote
Share the scope in two minutes: service, team size, languages, start date and budget band.