Special assets and workout officers: can a borrower's records help fund a paydown?

For a bank special assets group, licensing a stressed borrower's operational records to AI buyers can be one more possible source of cash toward a paydown. It suits commercial borrowers with 50+ full-time employees at peak (contractors excluded) and a long run of system records. Settle loan-document consents and your bank's policy on referral compensation before introducing the borrower to SourceX.

Why a workout officer is well placed to spot it

Licensing a stressed borrower's operational records to AI labs and data buyers is one more possible source of cash that a special assets group can put on the table, next to asset sales, refinancing and new equity. The fit is commercial borrowers whose workforce grew to 50+ full-time employees at peak (contractors excluded) and whose records span years and many systems. The borrower decides, signs and receives the payment; the bank's role is to raise the option and settle its own consents.

Few people see a stressed borrower as closely as you do. Field exams, the 13-week cash flow forecast, forbearance term sheets, monthly calls with the CFO, collateral appraisals and the liquidation analysis in your credit memo all show you how long the company has operated, which systems it pays for and whether management is still in place. Those are the same facts SourceX checks first.

Which borrowers fit?

Signal	Where it shows up in the credit file	Why AI buyers care
50+ full-time employees at peak, contractors excluded	Payroll registers from field exams, insurance census, historical financials	Enough people create enough connected records
Several years of documented operations	Origination memo, years of financial statements in the file	Longer histories show how work and decisions changed
Many business systems	Software subscriptions in the general ledger detail, IT vendor invoices	Connected systems capture whole workflows, not fragments
Outcome-rich work	Support desks, project delivery, claims handling, engineering	Records that end in a known result are what training and evaluation need
Records the borrower created itself	Customer contracts, business model	Client-owned records usually cannot be licensed

Borrowers in B2B software, IT services and managed services, professional services, engineering, logistics, distribution, staffing and the back offices of construction and manufacturing businesses tend to screen well. A borrower that is still operating, one being sold and one winding down can all qualify while the data still exists.

Collateral and consent questions to settle first

A license is the borrower's decision, but the bank's documents shape it. Work through these with bank counsel before the conversation goes further.

Collateral description: does the security agreement reach general intangibles, intellectual property or books and records, and how would a license affect the bank's position in them?
Negative covenants: do the credit agreement or the forbearance agreement restrict licenses, dispositions or new material contracts without lender consent?
Proceeds: would license proceeds be swept, applied as a mandatory prepayment or deposited to a controlled account?
Exclusivity: licenses typically grant exclusive AI-training rights for an agreed term; could that affect a later sale of the business or its IP?
Control: has a receiver, assignee or trustee taken charge? If so, that fiduciary must be involved, and the conversation goes through them.
Regulated borrowers: is the borrower a non-bank financial company, such as a finance company, mortgage broker or collection agency? The FTC's Safeguards Rule guide treats many such businesses as financial institutions, and the Gramm-Leach-Bliley Act limits how they share customer information, so expect customer records to fall outside scope.

This is general information, not legal, tax or financial advice. Confirm with bank counsel and your compliance team before acting.

Where licensing fits among workout paths

The right moment depends on which path the credit is on.

Workout path	What happens to the records	When to raise licensing
Forbearance and amendment	The borrower keeps operating and keeps its systems	During the forbearance period, as a possible paydown source
Refinancing out	Records stay with the borrower	Optional, as cash that adds no debt
Out-of-court sale of the business	Records may transfer to the buyer under the purchase agreement	Before the sale, so the two deals can be structured to fit
Receivership	A receiver controls the assets under court order	Through the receiver; compare ABC vs receivership
Assignment for the benefit of creditors	Assets pass to an assignee who sells them for creditors	Early, before the assignee shuts systems down
Chapter 7 liquidation	The trustee controls estate assets	Through the trustee and estate counsel

If the path leads to bankruptcy, the bankruptcy attorneys playbook covers the court-side questions. If a lender-led sale is likely, the sell-side banker can raise licensing too; see referral opportunities for M&A advisors. If the bank sells the loan instead, the buyer may raise licensing with the borrower itself; see the playbook for distressed debt and special situations investors.

When in the workout calendar to raise it

Moment	Why it works	What to ask
Transfer to special assets	You are rebuilding the picture of the borrower	How many years of records does the company hold, and in which systems?
Forbearance negotiation	Paydown sources and milestones are on the table	Would a one-time license payment help meet a milestone?
Monthly 13-week cash flow review	The cash gap is visible and specific	Are any software cuts planned that would delete history?
Liquidation analysis for loan committee	Every possible recovery is listed	Should records be noted as an unvalued possible recovery?
Before a receivership or ABC filing	Control is about to change hands	Can exports be preserved before the fiduciary takes over?

Never put a value on the records in a credit memo based on this page. Price is set only when the borrower agrees terms; how distressed data assets are valued explains what drives it.

How to introduce a borrower without sharing its information

The bank never exports, uploads or describes the borrower's records, and it should not pass borrower information to SourceX without the borrower's permission.

Ask the borrower's CEO or CFO whether they want to hear about it, and make clear it is optional and not a condition of any accommodation.
With their agreement, send a referral link so the borrower applies itself at sourcex.si/apply, or enter the company in the partner referral form.
SourceX qualifies the borrower directly on size at peak, operating history, data breadth and rights.
The borrower completes a data inventory of its systems and records.
The borrower and SourceX agree one all-in price and the terms; the bank gives any consent the loan documents require before signing.
Buyers review once the borrower's package is deal-ready, and replies typically arrive within about two weeks.
Records move only after the license is executed and the borrower authorizes delivery, under the redaction terms set at the start; the one-time payment is then applied as the loan documents require.

What to say to the borrower

Referral compensation and bank policy

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 is triggered only when the buyer pays and SourceX receives its fee; no reward is guaranteed. The borrower's price is never reduced to fund it, because it comes from SourceX's side of the deal.

Bank employees typically work under codes of conduct that restrict accepting anything of value connected to a customer relationship, and a reward tied to a borrower in workout deserves particular care. Ask your compliance officer before registering whether you, the bank or nobody may receive a reward, and how it must be documented. You can always make the introduction without claiming one, and no reward should ever influence a credit decision.

When it is not worth raising

Full-time headcount at its peak, contractors excluded, stayed under 50.
Its records are mainly consumer personal data or protected health information.
It is an agency or outsourcer whose records belong to its clients.
Management has left and no fiduciary has been appointed to act.
Key systems were already cancelled without an export.
The borrower has already granted an AI-training license over the same data.

Next step

Run one borrower in your book through the company fit checker, which needs no contact details. Once compliance has answered the compensation question, register as a partner and send the borrower your referral link.

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

Can a bank make data licensing a condition of forbearance?

SourceX works only with companies that choose to take part through an authorized sponsor, and the borrower decides whether to license, on what terms and with which records. Presenting it as optional keeps that decision where it belongs. Any consent the bank gives under the loan documents should be handled through counsel in the normal way.

Does a data license reduce the value of the bank's collateral?

It depends on the collateral package and the license terms. The borrower keeps ownership of its records, but licenses typically carry AI-training exclusivity for an agreed term, which a later buyer of the business or its IP would inherit. Bank counsel should review the proposed terms against the security agreement before the bank consents.

How quickly could a license produce cash for a paydown?

Not fast enough to replace a near-term liquidity plan. The borrower first completes an inventory and agrees price and terms. Buyer responses typically take about two weeks from the point the package is deal-ready, and the one-time payment is typically made within about 60 days of the invoice that follows the buyer's data selection. None of this is guaranteed.

What if the borrower is already in receivership?

The receiver controls the assets, so the introduction goes through the receiver and its counsel, and any license follows whatever the receivership order requires. The bank can suggest that the receiver preserve system exports early and screen the records, but the receiver decides whether to proceed.

Should the bank share the borrower's financials with SourceX?

No. The borrower should apply directly or authorize the referral, and SourceX gathers what it needs from the borrower itself. That keeps the bank's confidentiality obligations intact and keeps the borrower in control of what is disclosed about its business and records.

Free resources

Profit margin calculator — Profit and margin across three scenarios.
Client opportunity brief generator — An editable intro email, summary and checklist.
Days sales outstanding calculator — How many days customers take to pay.
All free tools · MCP resource center

By SourceX Partnerships Team · Published 2026-10-09 · Updated 2026-10-09

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