Can you license closed-deal files to AI companies?
When a deal closes it leaves a trail: the information the seller provided, the analysis built on it, the memo that argued for the price and the later review of what happened. Together these show a decision from evidence to outcome. They are also among the most tightly bound documents a firm keeps, so the first question is what the agreements allow.
What a deal file contains
| The data room | The documents made available during the process, kept as they were, with the questions asked and answered. |
| The model | The spreadsheet that priced the deal, with notes on each input and the cases that were run. |
| The memo | The written case for the decision, with the risks raised and the answers given. |
| Correspondence with the other side | How terms moved from first offer to signing, once names are removed. |
| The later review | A comparison of what happened with what the model expected. |
One deal followed from start to finish
A model alone is a spreadsheet. A model beside the documents it was built on, the memo that interpreted it and the result that followed is a case. A full chain for even one deal is more useful than a large pile of unrelated files.
The later review is often missing. A firm that writes one down has the full loop, and those are the deals worth asking about first.
Agreements usually forbid sharing
Most data rooms open under a confidentiality agreement, and many have no end date. A firm may not be allowed to license a data room whatever it prefers. Look at each deal on its own.
Where the counterparty agrees, or an agreement has lapsed or allows it, a deal can be licensed after anonymizing. Sector, size and year can identify a company, so the check goes beyond removing names.
What closed-deal sets leave out
| Anything under a continuing confidentiality agreement | Held back unless the other side has agreed. |
| Names, amounts and identifying details | Replaced with stand-ins, with a check that the deal cannot be recognized from what remains. |
| Material about the firm’s own investors | Left out entirely. |
An example, invented for illustration
A small investment firm keeps each closed deal in one folder with the data room, the model, the memo and a review written later. Only the deals whose agreements permit it go forward. Counterparties and figures are swapped for stand-ins, the room, the model, the memo and the review are filed together, and a partner reads a sample first.
Questions owners ask about this
What if only the memo is free of restrictions?
A memo on its own is worth less than the chain, but it can still be considered. The firm’s own process documents are often separate from the data rooms.
Why does the later review matter?
It shows what happened after the decision, which turns a document into a lesson. Without it, the chain stops at the signing.
Can a deal be made anonymous?
Often, though not always. A large deal in a small sector can be recognized even without a name, and those are left out.
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Related kinds of records
- Accounting and ERP records: Invoices, approvals and memos from QuickBooks, Xero, Sage, NetSuite, SAP and Odoo; payroll and bank details never.
- Client deliverables and drafts: Each draft beside its final version with the comments that changed it, kept only where the client agrees.
Industries that keep these records
- Investment firms: A deal from data room to model to memo to outcome, kept only where the agreements and counterparties allow.