What makes business data useful to an AI buyer?
Value starts with a task the buyer needs to solve. Storage volume and headcount describe a business, but neither proves a dataset has commercial demand.
Read the guide ↗A practical guide for business owners
Your company data.
A clearer picture.
Understand the AI data licensing market, what makes business records useful, and the questions to answer before sharing them.
Read at your own pace. No data uploads. No consultation required.
UnderstandThe market.
The market.
The possibilities.
Learn how training, evaluation and specialized data partnerships differ.
PrepareThe records.
The records.
The evidence.
See how connected workflows and documented outcomes make data interpretable.
DecideThe permissions.
The permissions.
The terms.
Identify the obligations and uncertainties before you consider a license.
A sensible place to begin
Understand your data.
Then explore its fit.
Years of work can leave a rich record. The first step is finding out what exists and what it can actually support.
Explore the complete guide ↗01
Map your systems
Start with record types, time coverage and system owners. A high-level inventory is enough.
02
Check rights and restrictions
Review contracts, privacy commitments and third-party material before any release.
03
Assess useful evidence
Look for connected requests, decisions and outcomes. Make gaps visible.
04
Compare scope and terms
Consider permitted uses, exclusivity, preparation work and ongoing obligations.
Data quality
Can someone follow
the whole story?
A request, a decision, a revision, a result. Connected records can show more than a folder full of files.
Explore data quality →01
A shared context
Records cover the same work, people and time window.
02
Reliable connections
Relationships are explicit or validated, with uncertain matches marked.
03
An observable outcome
Evidence shows what happened, including failures and missing steps.
The work already happening
Where useful records
may live.
Communication
Email, chat and calendars that explain context and coordination.
Knowledge & projects
Documents, tickets and version histories that show how work evolved.
Sales & support
Account activity and resolved cases, subject to rights and privacy review.
Operations & expertise
Measurements, inspections and specialist decisions with documented outcomes.
Distinctive data
Specialist knowledge.
Different possibilities.
Rare events, expert judgments and changing environments may support more specialized uses. The right approach depends on what the evidence can demonstrate.
Explore specialized data ↗A few useful starting points
Get the fundamentals right.
Owning a system is not the same as owning its contents
Company systems can contain employee, customer, supplier and licensed third-party material. Rights need to be considered at the dataset and use level.
Read the guide ↗What does AI-ready business data mean?
AI-ready is a description of fitness for a defined task, not a universal certification. A dataset can be useful for one evaluation and unsuitable for another.
Read the guide ↗Clarity before commitment
Common questions.
Straight answers.
Can every company license its data?
No. Useful records, permission to share, buyer demand and workable terms all need to align. Some collections are unsuitable or too restricted.
Does an estimate mean a buyer will pay?
No. A preliminary report is an informational starting point. It cannot verify rights, inspect quality or establish a market offer.
Do I need to upload anything?
No. The optional estimate uses high-level business information. Do not upload records, credentials or confidential content.
Is this a broker or government program?
This site is an educational guide. It does not represent a government program or promise buyer access, introductions or a sale.
Start with what you know.
Explore an automated estimate report. No records or exports needed.