How is licensed business data delivered to an AI buyer?

Usually one of three ways: a secure encrypted file transfer, an API or scheduled feed for recurring licenses, or a secure access environment where the buyer works with the data without downloading it.

Does the buyer get access to our systems?

No. The buyer receives only the cleaned, anonymized data the license covers, in the format and on the schedule agreed in the contract.

What happens to the data when the license ends?

That is set in the agreement. Many licenses spell out deletion or return of delivered data at the end of the term. This is general information, not legal advice.

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How Is Licensed Data Delivered to AI Buyers? Files, APIs and Secure Access

By Andrew Smart, founder of MON$TER · About

A common question from owners is practical: if we license our data, how does it actually get to the buyer? Nobody walks in and copies your servers. Delivery is planned, limited to what the license covers, and agreed in writing before anything moves.

The three common delivery methods

Secure file delivery. Cleaned, anonymized exports (often CSV or similar formats) are placed in an encrypted transfer location the buyer can download from. This is common for one-time sales of historical data.
API or scheduled feed. For a recurring license, new records are delivered on a set schedule, such as monthly or quarterly, through an automated feed. See recurring vs. one-time licensing.
Secure access environment. Some buyers review or use data inside a controlled space without downloading it, similar to a data room.

What happens before delivery

Names, emails and other personal details are removed. See what counts as PII.
Fields are documented so the buyer knows what each column means, often in a data dictionary.
The buyer usually reviews a data sample first, never your full raw data.

What owners control

Scope: only the tables, fields and date ranges named in the license
Format and schedule: agreed in the contract, not decided later
Use limits: what the buyer may and may not do with the data, including no attempts to re-identify anyone
End of term: what happens to delivered data when the license ends. See what a data license term is.

This is general information, not legal advice. Delivery terms belong in your written agreement, reviewed by your attorney.

Start with a free valuation

Published MON$TER ranges: an exclusive one-time sale typically lands at $50K-$1M, and a non-exclusive recurring license typically runs $300K-$3M per year. No amount is guaranteed and not every company qualifies. Get a free valuation at /estimate/ or start at Business Data. Know a company with years of records in software? The Amba$$ador program rewards referrals that close a deal.

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