Compare two data programs

What they do

Prepares company records and handles licensing discussions with AI labs.

Runs an ongoing data partnership for companies' de-identified workflows.

Organization type

Intermediary

Direct buyer

DataDeals Score: Public Program Transparency

79.5/100

54/100

Data types

Internal communications, CRM and sales, Customer support, Finance and accounting, Documents and SOPs, Projects and workflows, Field and physical operations, HR and recruiting

Internal communications, CRM and sales, Customer support, Finance and accounting, Documents and SOPs, Projects and workflows, Meetings and calls, Field and physical operations, HR and recruiting

Systems named

None named

Slack, Microsoft Teams, Salesforce, Zendesk, Jira, Confluence, Notion, SAP, Asana, Linear, ServiceNow

Who qualifies

Companies holding substantial historical workflows and rights; employee minimum not established on reviewed page

40+ employees preferred starting point; case-by-case assessment

Company size

See who qualifies

40+ employees preferred, not a stated requirement

How you are paid

Appen covers extraction, anonymization and transfer at no cost to the seller. Payment follows acceptance of the data, but Appen does not say whether it or the AI lab pays, or how many days payment takes.

Scale describes recurring partner revenue, but does not publish who pays, how pricing works or when payment is made.

Seller fees

States Appen covers extraction, anonymization and transfer, with no seller costs.

No explicit seller charges or no-fee statement found in current official program page.

Payment timing

Payment on acceptance rather than submission; no stated number of days or invoice rule.

No public payment acceptance, billing, or due-date terms found.

Advertised compensation (not an offer)

No public fixed price

No fixed payout range on reviewed official page

Exclusivity

License: not publicly specified

License: Negotiated per deal

Permitted AI use

Frontier AI training is described, but sublicensing and onward recipient permissions remain unspecified.

Frontier AI model use clear, but downstream access/sublicensing specifics not made public.

Privacy

Read-only isolated encrypted pipelines, enforced exclusions, anonymization and seller sample sign-off.

Identities de-identified, encryption and seller sign-off/audit trail; on-prem/VPC options named.

Retention and deletion

Approval before use is explicit; deletion, retention and termination deadlines are not public.

Per-package approval and exclusion rights published; retention/deletion schedule absent.

Last verified

November 9, 2026

November 9, 2026

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