Compare two data programs

What they do

Licenses company operating archives directly for frontier model training.

Data lab that usually licenses records itself and sometimes brokers deals with AI labs.

Organization type

Direct buyer

Buyer and intermediary

DataDeals Score: Public Program Transparency

85.5/100

Not scored

Data types

Internal communications, CRM and sales, Customer support, Finance and accounting, Software engineering, Documents and SOPs, Projects and workflows

Internal communications, CRM and sales, Customer support, Finance and accounting, Software engineering, Documents and SOPs, Projects and workflows, Meetings and calls, Field and physical operations, Design and product

Systems named

None named

Slack, Microsoft Teams, Gmail, Outlook, Jira, QuickBooks, SAP

Who qualifies

Broad business-system support; value depends on size, years of history, breadth of tools and data quality

Only US-headquartered and US-operating companies per official site; records must be licensable

Company size

No minimum size published

No minimum size published

How you are paid

Ooak licenses your records directly and pays the company after the work is done. The exact due date is not published.

Its indexed pages say it usually pays sellers as the contracting party, but sometimes brokers a direct deal with a lab instead. Its FAQ says there is no listing fee or seller commission. Payment timing could not be verified.

Seller fees

Older official www page explicitly says no hidden fees or seller costs; current live host less specific.

Indexed official FAQ says no listing fee or seller commission; cannot inspect current full homepage directly.

Payment timing

Current page says get paid after work; exact contractual acceptance date/payment due period not given.

Payment timing/conditions and acceptance process not verifiable from accessible seller materials.

Advertised compensation (not an offer)

Current page advertises up to $1M; an earlier indexed version said up to $300K. Neither is a typical or guaranteed payment.

No universal seller range published

Exclusivity

License: not publicly specified

License: not publicly specified

Permitted AI use

Ooak anonymizes then prepares material for frontier models; only anonymized dataset retained for license term.

AI labs receive prepared materials; scope of sublicense and role-switching varies by deal and is not specified.

Privacy

Own pipeline, no third-party raw archive access, PII stripped, sample review and rights check described.

Marketing discusses de-identification; linked privacy page pertains to an unrelated SEO service rather than dataset processing.

Retention and deletion

Raw archive deletion within 30 days and written confirmation called contract obligation; seller picks exclusions.

Dataset retention/deletion and seller termination are not verified in an operative seller license.

Last verified

November 9, 2026

November 9, 2026

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