Compare two data programs

What they do

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

Prepares company records and handles licensing discussions with AI labs.

Organization type

Direct buyer

Intermediary

DataDeals Score: Public Program Transparency

54/100

79.5/100

Data types

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

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

Systems named

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

None named

Who qualifies

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

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

Company size

40+ employees preferred, not a stated requirement

See who qualifies

How you are paid

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

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.

Seller fees

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

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

Payment timing

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

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

Advertised compensation (not an offer)

No fixed payout range on reviewed official page

No public fixed price

Exclusivity

License: Negotiated per deal

License: not publicly specified

Permitted AI use

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

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

Privacy

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

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

Retention and deletion

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

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

Last verified

November 9, 2026

November 9, 2026

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