PRIVATE DATASETS · LICENSED BY SEALED BID

Real professional work, licensed cleanly, for the models that need it.

Real professional work, licensed cleanly, for the models that need it.

Real professional work, licensed cleanly, for the models that need it.

Lembas Research acquires the rights to private records directly from established firms, anonymizes them before anyone sees them, and offers them to AI labs and data buyers under one NDA.

How a dataset moves

01

Agreement

The owner grants us the rights, with warranties.

02

Anonymization

Names, clients and identifying details removed.

03

Sealed bids

Approved buyers review under NDA and bid privately.

04

License

The winning buyer signs and receives the data.

Rights

Acquired from the owner

Every dataset comes under a signed agreement with the firm that created it, so buyers know exactly where it came from.

Privacy

Anonymized first

Identifying details are removed before anything is described, sampled or delivered, and buyers agree never to re-identify.

Process

One NDA, private bids

Approved buyers sign once to see every listing. Bids are sealed and non-binding until a license is signed.

Two ways in

Whether you need data or hold it

Whether you need data or hold it

Whether you need data or hold it

We work with a short list of serious buyers and a small number of firms at a time.

For buyers

Datasets that can’t be scraped

For AI labs, data brokers and teams building domain models.

01

Join the waitlist with your work email

02

Sign one NDA when access opens

03

Review listings and place sealed bids

Join as a buyer

For data owners

Turn years of records into revenue

For established firms with archives they no longer use day to day.

01

Tell us what you have

02

A short call and an intake form

03

We handle anonymization, buyers and contracts

Join as a data owner

Standards

What we remove, and what we promise

What we remove, and what we promise

What we remove, and what we promise

The same rules apply to every dataset, before a buyer sees even a summary.

People

Names, contact details and identifiers of clients, staff and third parties are removed or replaced.

Source

The firm is never named in a listing. Listings use a code name, a broad region and rounded figures.

Checks

Every delivery is checked for schema, record counts and remaining personal information.

Buyers

Buyers agree not to re-identify anyone and not to contact a data source except through us.

Waitlist

Be first in when access opens

Be first in when access opens

Be first in when access opens

We’re opening to a small group of buyers and data owners first. Leave your details and we’ll reach out personally.

We’re opening to a small group of buyers and data owners first. Leave your details and we’ll reach out personally.

We use your details only to contact you about access. No spam.