Can an investment firm license its closed-deal files to AI companies?
The most useful thing an investment firm keeps is the whole chain for a single deal: the information provided, the model built on it, the memo that argued for or against it and what happened afterward. It is also some of the most tightly held information a firm has. Most of it is bound by confidentiality agreements, so the question begins with what the firm is allowed to share.
What an investment firm has that is licensable
| Data rooms for closed deals | The documents the seller made available, kept together as they were during the process. |
| Models with the assumptions behind them | The spreadsheet that priced the deal and the notes explaining each input. |
| Investment memos | The argument written for the committee, including the risks that were raised and how they were answered. |
| Post-deal reviews | What happened afterward compared with what the model expected. |
| Internal process documents | How the firm screens, scores and decides, independent of any single deal. |
Confidentiality agreements set the limit
Most data rooms are opened under an agreement that forbids sharing the contents. Many such agreements also have no end date. A firm may be unable to license a data room whatever its wishes are.
Where a counterparty agrees, or where the agreement has expired or allows it, a deal can be licensed after anonymizing. Read each agreement, deal by deal.
The chain is the value
A single memo is a document. A memo with the model behind it, the information it was built on and the result that followed is an example of a decision with its evidence. That chain is rare because it needs a firm that kept everything, in one place, for several years.
The firm’s own process material is easier to license, and it often covers the way the work is done across every deal.
What stays under confidentiality
| Counterparty names and deal terms | Removed or replaced, and any deal that cannot be reliably anonymized is left out. |
| Material under a continuing confidentiality agreement | Left out unless the counterparty agrees. |
| Investor and fund information | Anything about the firm’s own investors is left out entirely. |
An example, invented for illustration
A small private equity firm keeps each closed deal in a folder with the data room, the model, the memo and a review written two years later. A set includes only deals whose agreements allow it, replaces every name and amount with stand-ins and keeps each chain in order. The firm’s own screening and scoring documents are added, and a partner approves the sample before anything is exported.
Questions owners ask about this
Our agreements forbid sharing. Is there anything left?
The firm’s own process documents, templates and internal notes are usually separate from the data rooms. Individual deals can be asked about where a counterparty agrees.
Do we need our investors’ consent?
It depends on the fund documents and on what is included. Ask your counsel, and leave out anything about investors.
We have only a handful of closed deals. Is that enough?
A few well-documented deals can be useful. The value is in how complete each chain is, though nothing is promised in advance.
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Keep reading
Records to look at first
- Accounting and ERP records: Invoices, approvals and memos from QuickBooks, Xero, Sage, NetSuite, SAP and Odoo; payroll and bank details never.
- Closed-deal files: The data room, the model, the memo and the later review for one deal, only where the agreements allow.
- Client deliverables and drafts: Each draft beside its final version with the comments that changed it, kept only where the client agrees.
Other industries
- Financial advisory firms: How a client meeting becomes a recommendation, with every client detail removed first.