Distressed and special situations investors: records licensing as added recovery
Special situations investors can treat a stressed or newly controlled company's operational records as a data asset: years of email, CRM, support, engineering and finance history can sometimes be licensed to AI buyers through SourceX. The company signs and is paid, while the investor clears consent, conflict and information-barrier questions first and then makes the introduction.
Why operational records belong in a distressed thesis
A stressed or newly controlled company's operational records can be a data asset in their own right: inboxes, CRM pipelines, help desk tickets, code history and ledgers built up over years may support a one-time license to AI developers through SourceX, with the company keeping ownership. For a special situations investor, that is one more source of recovery in a credit or one more operating lever after taking control.
Operating levers matter more than they did. McKinsey's Global Private Markets Report 2026 says multiple expansion and cheap leverage, which accounted for 59 percent of private equity returns between 2010 and 2022, have faded, so operational value creation is now likely the main source of returns. A loan-to-own investor who ends up owning the equity inherits that problem in its sharpest form.
Demand for the records comes from scarcity. Epoch AI researchers estimate the stock of public human-written text at roughly 300 trillion tokens and project that, if current trends continue, language models will have used all of it at some point between 2026 and 2032. The forecast carries wide uncertainty, but it explains why licensed, non-public records of real business work have become valuable to AI developers.
Distress also puts those records at risk. Cost programs cancel software, layoffs remove the people with admin access, and a sale or liquidation timetable can retire systems before anyone has asked what they hold.
Where you sit decides what you can do
| Your position | Control over the records | Route to an introduction |
|---|---|---|
| Lender or bondholder in a stressed credit | None; the company decides | Suggest it to management or the company's advisors, within your information restrictions |
| Member of an ad hoc group or creditors' committee | None directly | Raise it through group or committee counsel; committee duties apply |
| DIP lender | Budget and milestones, not operations | Ask the debtor's advisors how records will be preserved |
| Plan sponsor or loan-to-own owner after emergence | Board control | Put it in the 100-day plan, with the CEO or CFO as sponsor |
| Buyer of assets out of a sale | Whatever the purchase agreement transferred | Check whether the records came with the assets |
| Liquidating trust beneficiary | An oversight committee seat at most | Raise it with the plan administrator |
If you also hold the bank debt side of a capital structure, the bank special assets and workout playbook covers lender consents in more depth.
The four-C screen
Run four questions on each name before spending time on it. A clear no on any one parks the idea.
- Control: who can sign today: the board, a CRO, a trustee, an assignee or a plan administrator?
- Consent: which lenders, committees, courts or contracts must approve a license, and do privacy promises limit it?
- Content: does the company clear the baseline: 50+ full-time employees at peak (contractors excluded), a documented history running back several years, records spread over many systems, and clear rights to license them?
- Clock: will the systems survive long enough for an inventory, given layoffs, cost cuts and any sale timetable?
The company fit checker gives a preliminary, non-binding read on the content question without any contact details.
Conflict and information questions to clear first
Distressed investing adds questions that a standard portfolio introduction does not raise. Clear them with counsel and compliance before contacting anyone.
- Private-side information: if you received company information under a confidentiality agreement or as a committee member, use it only as those terms allow, and keep the introduction within them.
- Committee duties: a committee member who would earn a personal reward from an estate asset should disclose it and take advice before acting, or make the introduction without a reward.
- Fund documents: check whether your LPA or side letters require fees received by the manager or its people in connection with portfolio companies to offset management fees, or to be reported to the LPAC.
- Court oversight: if the company is in a case, whoever controls the assets decides, and the court may have to approve.
This is general information, not legal, tax or financial advice. Confirm with fund counsel and your compliance team before acting.
Which moments in the investment cycle suit it?
| Moment | Why it works | Question to ask |
|---|---|---|
| Underwriting a stressed credit | Recovery sources are being listed | Does the company own years of records across many systems? |
| Restructuring negotiation | Treatment of books and records is being drafted | Who keeps the archives after emergence or sale? |
| Emergence and the 100-day plan | The new board resets priorities and consolidates systems | Which systems are we retiring, and what do we export first? |
| Add-on integration | An acquired company's archives can be orphaned in a migration | What happens to the target's records after migration? |
| Exit preparation | Buyers ask what the business owns | Should a license close before or after the sale process? |
| Wind-down of a failed investment | The shell may hold its last value | Can we preserve exports before the shutdown? |
Treat records as unvalued upside in underwriting: price is set only when the company agrees terms, and the guide to data asset valuation in distressed M&A covers the price drivers. Where a company is closing, see funding a wind-down with a data license for the timing.
How the introduction runs
The investor introduces; the company or its fiduciary does everything else. No one on the fund side handles, exports or describes the records.
- After registering, you send the CEO, CFO or fiduciary your referral link so the company applies itself with your code attached, or you file the company through the partner referral form.
- SourceX screens size at peak, years of operation, how many systems hold history, rights, and who can sign.
- Company staff document each system and its date range in a data inventory.
- Pricing is settled as a single all-in figure, along with terms and any consents the four-C screen flagged; the company is not committed until it signs.
- Once the package is deal-ready, buyers typically come back within about two weeks.
- Delivery follows only a signed agreement and the company's go-ahead, with redaction rules fixed at the outset, and the company is paid once.
What to say to the CEO of a newly controlled company
How rewards work for investors
Partners earn 25% of the eligible platform fees SourceX actually collects from the referred company's licensing deals, capped at $100,000 per referred company. Payment waits until the buyer has paid and SourceX has received its fee, and rewards are not guaranteed. The reward is carved from SourceX's fee rather than the company's price, which matters when the company's proceeds flow to creditors. For a firm with several distressed positions, each company is assessed and capped separately; a portfolio review helps you sort the book.
When to leave it alone
- The records mainly belong to the company's clients, as at outsourcers and agencies.
- The value sits in consumer personal data or protected health information.
- A court, trustee or assignee controls the assets and has not been involved.
- The archives were deleted or systems lapsed without an export.
- An AI developer already holds a training license to these records.
- The owner will not consider an exclusive license for an agreed term.
Next step
Screen one stressed credit or newly controlled company against the four-C questions this week, and, if the name is in a case, review the intangible assets trustees often miss in chapter 7. Then register as a partner to introduce it, or have the company apply directly at sourcex.si/apply. Counsel on the deal can start with the guide for bankruptcy counsel.
- Step 1Share your linkSend your personal link to a company you know.
- Step 2Company appliesThe company applies itself at /apply.
- Step 3Buyer selects and paysThe buyer selects and pays for the data and SourceX receives its fee.
- Step 4You get your rewardYour share of SourceX fees becomes payable.
Common questions
Do license proceeds count toward recovery on our claim?
Indirectly at most. The company or estate receives the payment, and it is then applied as the company's debt documents, any plan or any court order require. The investor does not receive license proceeds directly. Whether the payment reaches a particular class depends on the capital structure and the case, so model it with counsel rather than assuming it.
Can we put a value on data assets when underwriting a distressed name?
Treat them as unvalued upside. No price exists until the company completes an inventory and agrees terms, and buyers decide after reviewing the specific records. What you can underwrite is whether the company clears the baseline, how many systems hold history and whether those systems will survive the restructuring.
Is a company in a restructuring too risky for AI buyers?
Status alone does not rule it out. Operating, acquired and wound-down companies can all qualify if the data still exists. Buyers focus on whether the records are deep, well connected and rights-cleared, and whether someone with authority can sign. A clear chain of control through a board, trustee or assignee matters more than the company's financial condition.
What if the company was carved out of a larger group?
Check where the records actually live. After a carve-out, some history may still sit on the former parent's systems under a transition services agreement, and the separation agreement may say who owns which data. Records the company never received or cannot export cannot be licensed, so map that before introducing it.
Does the referral reward reduce what goes to creditors?
No. SourceX pays the reward out of its own fee, so the creditors' share of the company's proceeds is unaffected. The company is quoted one all-in price that already covers SourceX's fee, with nothing charged on top. Any personal reward an investor or committee member would earn should still be disclosed and checked against fund documents and duties.
Related pages
- Special assets and workout officers: can a borrower's records help fund a paydown?
- Check Company Fit for Data Licensing
- How data assets are valued in distressed M&A, and why records often price at zero
- Can licensing company data help fund wind-down costs?
- A Portfolio Review: Unlocking Data Licensing Referral Opportunities
- Overlooked intangible assets in chapter 7: what trustees should look for
Free resources
- Business succession planning assessment — Ten questions on successor, transition and documentation.
- NPV calculator — Net present value with a discounted cash flow table.
- Time value of money calculator — Future and present value with optional regular payments.
- All free tools · MCP resource center
By SourceX Partnerships Team · Published 2026-10-09 · Updated 2026-10-09
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