For AI labs and data buyers

Real work data, licensed with consent.

Companies on Dataworld license the records of how they actually operate — conversations, tickets, deals, code and documents — cleaned of personal data and backed by clear rights.

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What's available

Long-horizon data from working businesses

Small and mid-sized companies across dozens of industries, often with ten years or more of history in a single system.

Communication

Email threads and team chat with the decisions and follow-through intact.

Customer operations

Support tickets, CRM activity and call notes linked to outcomes.

Software

Repositories with commit history, code review and issue tracking.

Finance and transactions

Ledgers, invoices, orders and ERP records with consistent structure.

Documents and design

Proposals, contracts, specs, CAD drawings and their revision trails.

Field and project work

Job records, schedules and project wikis from operating teams.

How licensing works

Clear rights, no surprises

Each dataset is licensed directly from the company that created it, for a use both sides agree on in writing.

  1. Share your requirements

    Domains, data types, volumes, time ranges and the use you have in mind.

  2. Review anonymized summaries

    We match you with listings and share descriptions, schemas and, where the seller allows, samples.

  3. The seller approves you

    Sellers see who you are and how you'll use the data. Approval is per buyer and per use.

  4. License and delivery

    A written license sets scope, term and restrictions. Data is de-identified and delivered in agreed formats.

Request data

Tell us what you're looking for

We'll reply with matching listings or let you know when something fits. Already have catalog access? Sign in to the catalog.