THE ORIGIN FIELD GUIDE

How to license company data for AI

Define the records, investigate authority, and review the proposed use before sharing data.

THE SHORT ANSWER

Company-data licensing means granting agreed rights to use a defined body of material. Start by describing the records and investigating authority, then assess a receiving company’s actual proposal before sharing data.

Can a company get paid for operational data?

Public programs describe paid licensing opportunities, but an offer depends on the particular company, material, and terms. Our licensing requirements guide explains what to prepare for an initial review.

An initial discussion can stay at company level. You do not need to export records or connect a system to explore whether a review makes sense.

Does licensing mean selling ownership?

A license grants permission to use material. It does not necessarily leave every right unchanged. Under U.S. copyright law, an exclusive license can transfer copyright ownership; a nonexclusive license is treated differently.

Ask what your company retains, what the recipient receives, and whether future use or licensing is restricted. Address original records, prepared datasets, and relevant derivatives separately.

Source: U.S. Copyright Office: 17 U.S.C. § 101

What records are worth discussing?

Start with categories that explain work: operating procedures, project decisions, internal knowledge, and resolution histories. Describe purpose and time span without sending the contents.

For example, a support request can connect to triage notes, a project ticket, a resolution, and an updated procedure. Record which of those links remain available.

Investigate what you can authorize.

Copyright protects qualifying expression, not facts, ideas, systems, or methods of operation. Different material can therefore need different rights analysis.

Identify creators and governing agreements. Flag customer content, contractor work, licensed material, personal information, credentials, and third-party confidentiality restrictions. Redaction does not settle every authorization question.

Source: U.S. Copyright Office: What Does Copyright Protect?

Separate the decisions.

Origin reviews the company-level profile. Any introduction needs separate approval. The receiving company evaluates the opportunity and proposes its own terms.

  • Profile: what exists, for how long, and who can review it?
  • Introduction: who receives which information?
  • Evaluation: what access and handling terms apply?
  • License: what rights, obligations, and payment conditions are agreed?

Prepare a description, not an export.

List categories, approximate history, known restrictions, an internal reviewer, and any earlier program contact.

Read how it works, explore value factors, and keep the diligence questions for a proposal. Check company fit for an initial summary without submitting records.

Sources and further reading

COMPANY FIT CHECK

Describe your company
and its records.

Record types, retained history, and who can review the next step.