For AI labs

The data you can't scrape, licensed properly.

Real conversations, records and documents from healthcare, legal, field services and other specialized domains. De-identified at the source, rights-cleared, and documented well enough for your legal, safety and data teams to sign off quickly.

Tell us what you need What you receive
Why Lapi

Fewer legal questions. Better data.

The hard part of buying data isn't finding it. It's proving you're allowed to use it and that no one can be harmed by it. That's the part we do best.

01

Clean by construction

Personal information is removed at the source, on the owner's premises. You never receive, store or have to secure PII.

02

Clear provenance

Every dataset comes with its origin, collection period, the owner's right to license it, and the de-identification method used.

03

Scarce domains

Data from regulated and specialized fields that rarely appears on the open web, sourced through our operating relationships.

With every dataset

What you receive.

Everything your reviewers will ask for, delivered with the data rather than chased afterwards.

01

The dataset

In the format your pipeline expects, with a consistent schema and documented fields.

02

Datasheet

Origin, contents, collection period, size, known gaps and biases, and intended uses.

03

De-identification record

What was removed, the method used, and the results of re-identification risk testing.

04

Rights documentation

Confirmation of the owner's right to license, and the license itself with permitted uses.

05

Quality report

Completeness, duplication, label agreement where labeled, and representative samples.

How sourcing works

From brief to delivery.

Tell us what your model needs to learn or be evaluated on. We find it, or arrange for it to be collected.

  1. 01

    Brief

    Domain, modality, volume, quality bar and intended use.

  2. 02

    Match

    We identify owners with suitable data and confirm their rights.

  3. 03

    Sample

    You evaluate a de-identified sample under NDA.

  4. 04

    License

    Terms agreed with the owner, with Lapi coordinating.

  5. 05

    Deliver

    Secure transfer of the dataset and full documentation.

Domains

Where we source.

We source through our operating relationships across regulated and specialized industries. If you need something not listed, ask; custom collection is often possible.

Clinical & dental conversationsMedical notes & reportsLegal intake & filingsContractsService & dispatch callsWork ordersCustomer supportInsurance claimsTechnical manualsCode & configurationsExpert annotationsEvaluation sets
Sourcing request

Tell us what your model needs.

Share the domain, modality, volume and intended use. We'll come back with what's available, what can be collected, and indicative timelines.

Start a request

AI labs can also create a Lapi Exchange account to post requests and make offers, or sign in.