# Mortgage Lender Paid $1.15M for Loan Records: Case Study

> A 38-person mortgage lender was paid $1.15 million to license loan pipeline history, underwriting conditions and QC reviews, without borrower data.

Canonical: https://origindatapartners.com/case-studies/mortgage-lender-loan-data-1-15-million
By: Origin Data Partners
Status: Published
Published: 2026-11-12
Updated: 2026-11-12
Sources checked: 2026-11-12

## Quick answer

A 38-person mortgage lender was paid $1.15 million for licensing its loan pipeline history, underwriting conditions and QC reviews, with borrower data removed. This is one deal Origin helped place, not a forecast: what a buyer pays depends on the records, the rights, demand and the agreed scope.

## Key points

- The records were the lender's process history: pipeline, underwriting conditions and QC reviews.
- Borrower data was removed, which is the GLBA question answered up front.
- Federal rules require lenders to keep many records for set periods; the history beyond that is what a lender can offer.
- A data license is separate from selling the mortgage company.

## Deal facts

These are deals Origin helped place. Company and buyer names stay private, and each is an individual outcome, not a forecast for another company: what a buyer pays depends on the records, rights, demand and agreed scope. See [all case studies](https://origindatapartners.com/case-studies).

- Company type: Mortgage lender
- People: 38
- Records licensed: Loan pipeline history, underwriting conditions and QC reviews, with borrower data removed
- Amount paid: $1.15 million


## What was a 38-person mortgage lender paid for its data?

A 38-person mortgage lender was paid $1.15 million for licensing loan pipeline history, underwriting conditions and QC reviews, with borrower data removed. It is one deal Origin helped place and an individual outcome, not a forecast for another lender.

Names stay private. This page covers what these records show, the federal privacy and retention rules for mortgage lenders, what buyer programs publish and how Origin's process works. For the US market view, see [selling mortgage lender data](https://origindatapartners.com/sell-company-data/united-states/mortgage-lenders).


## What records did the mortgage lender license?

Three record types that describe how loans move from application to closing and how the lender checks its own work. Origin's [guide to loan underwriting decision data](https://origindatapartners.com/guides/license-loan-underwriting-decision-data-ai) covers them in more depth.

| Record type | What it shows an AI model | What must be removed |
| --- | --- | --- |
| Loan pipeline history | How files move through stages, where they stall and which ones close, fall out or are withdrawn | Borrower names, addresses, SSNs, account numbers and property addresses |
| Underwriting conditions | What an underwriter asked for before approving a file, and how each condition was cleared | Borrower identity and any personal details quoted in a condition |
| QC reviews | Errors found after closing, their cause and the fix | Borrower and employee names; loan numbers that trace back |


## What do AI companies do with underwriting and QC records?

Buyers describe this kind of record in general terms. Mercor's target industries include "Finance & Insurance Statements, underwriting files, claims" ([Mercor](https://www.mercor.com/data/)), and micro1 asks for "Financial processes, SOPs, reconciliations, approvals, reporting workflows, and operational documentation" ([micro1's published data partnership terms](https://origindatapartners.com/guides/micro1-company-data-partnerships)).

Underwriting conditions and QC findings are a record of expert judgment: what a trained underwriter needed to see and what a reviewer later found wrong. Tools that check files, draft conditions or flag defects need examples of exactly that, with the outcome attached.


## How much is a mortgage company's data worth?

In this deal, $1.15 million for a 38-person lender. Origin's [case studies](https://origindatapartners.com/case-studies) list each deal as an individual outcome. The programs below publish general figures for company data, not a price for mortgage records.

These are what the programs publish, not offers. Handshake's estimate form adds: "This is an indicative estimate only and is not an offer to purchase your data." ([Handshake AI](https://joinhandshake.com/ai/data-partnerships/license/); [Mercor](https://www.mercor.com/data/); [micro1's published data partnership terms](https://origindatapartners.com/guides/micro1-company-data-partnerships).)

| Published program | What it says about payment | Who it says it wants | Read on |
| --- | --- | --- | --- |
| [micro1 company data partnerships](https://origindatapartners.com/guides/micro1-company-data-partnerships) | Payments "typically ranging from $100K to over $3M"; tiers start at "$100K-500K Qualified Enterprise Data Partnerships" | "established companies with 30+ full-time employees" | 12 November 2026 |
| [Handshake AI data partnerships](https://origindatapartners.com/guides/handshake-ai-data-partnerships) | "$100K to $4M+ payouts" | "companies with 20+ full time employees & 3+ years in operation" | 12 November 2026 |
| [Mercor data monetization](https://origindatapartners.com/guides/mercor-data-monetization-program) | No dollar range published; pay is "based on data volume, the tools you connect, and the depth of your data" | Lists "Finance & Insurance Statements, underwriting files, claims" among target industries | 12 November 2026 |


## Is a data license the same as selling a mortgage company?

No. Selling a mortgage company or brokerage transfers the business, its licenses and its people; its valuation prices that. A data license is a separate agreement over a prepared copy of records with borrower data removed. The lender keeps its records, its pipeline and its ownership.

For the sale side, see [how to sell a business](https://origindatapartners.com/guides/how-to-sell-a-business) and [licensing company data when selling a business](https://origindatapartners.com/guides/license-company-data-when-selling-business).


## Can a small mortgage lender or broker sell its data?

This lender had 38 people. Origin's [case studies](https://origindatapartners.com/case-studies) state that years of linked records matter more than headcount, and that a 10-person contractor and a 12-person accounting firm were each paid $235,000. Published programs set their own floors: Handshake looks for 20 or more full-time employees and three or more years in operation ([Handshake AI](https://joinhandshake.com/ai/data-partnerships/license/)), and micro1 for 30 or more ([micro1's published data partnership terms](https://origindatapartners.com/guides/micro1-company-data-partnerships)). For a lender, closed files with conditions and QC outcomes over several years are the core.


## What had to be removed or checked first?

The deal record says borrower data was removed. These are the federal rules behind that step. Take them to your compliance officer and lawyer; this is not legal advice.

- GLBA. "a financial institution may not, directly or through any affiliate, disclose to a nonaffiliated third party any nonpublic personal information" unless notice and opt-out conditions are met ([15 U.S.C. 6802](https://www.law.cornell.edu/uscode/text/15/6802)).
- What falls outside it. Regulation P excludes "Information that does not identify a consumer, such as aggregate information or blind data that does not contain personal identifiers such as account numbers, names, or addresses." ([12 CFR 1016.3](https://www.consumerfinance.gov/rules-policy/regulations/1016/3/)). That is why borrower data comes out before any copy leaves.
- Mortgage record retention. Under Regulation Z, "a creditor shall retain evidence of compliance with the requirements of § 1026.19(e) and (f) for three years after the later of the date of consummation" ([12 CFR 1026.25](https://www.law.cornell.edu/cfr/text/12/1026.25)). Under Regulation B, application records are kept "For 25 months (12 months for business credit" in most cases ([12 CFR 1002.12](https://www.law.cornell.edu/cfr/text/12/1002.12)). A license copy never replaces records you must keep.
- Investor and warehouse agreements. Agreements with investors, warehouse lenders and servicers can restrict how loan files and QC findings are used.


## How does the process work?

A lender does not need to export its loan origination system or share any loan file to start. Origin's four steps are set out on [how it works](https://origindatapartners.com/how-it-works). No files or system access are required to begin.

- Describe the company. Start with your company name, website and contact details, then add your industry, team size, country and the types of records your business has.
- Talk through the opportunity. Origin follows up and, together with you, organizes a Company Licensing Brief: categories, questions to resolve, unknowns and a possible next step. The brief is not a valuation, rights clearance or a receiving program's acceptance, and sometimes the right conclusion is that there is no clear route to pursue.
- Explore a relevant opportunity. Origin explains the proposed recipient and the company information to be shared. Your authorized contact approves that named introduction before it is made, and permission to introduce your company does not authorize access to records.
- Assess the terms. Your company reviews the proposed license and decides whether to proceed: the records, permitted uses, delivery requirements and payment conditions. The [data licensing agreement guide](https://origindatapartners.com/guides/data-licensing-agreement) lists the clauses to check.


## What should a mortgage lender do next?

Note how many years of pipeline, condition and QC history your systems hold and whether the three link by loan. That is enough for a first conversation.

These are deals Origin helped place. Company and buyer names stay private, and each is an individual outcome, not a forecast for another company: what a buyer pays depends on the records, rights, demand and agreed scope. See [all case studies](https://origindatapartners.com/case-studies).

Origin Data Partners works with companies that own data and helps get it bought. We are independent of the services on this page, and a buyer may pay us when a deal closes ([how Origin is paid](https://origindatapartners.com/referral-disclosure)). [See what your data is worth](https://origindatapartners.com/check-fit).

Does your company hold records like these? [See what your data is worth](https://origindatapartners.com/check-fit).


## Questions and answers

### How much did a 38-person mortgage lender get paid for its data?

A 38-person mortgage lender was paid $1.15 million for licensing loan pipeline history, underwriting conditions and QC reviews, with borrower data removed. It is one deal Origin helped place, not a forecast.

### Can a mortgage lender license loan data under GLBA?

GLBA restricts disclosing nonpublic personal information to nonaffiliated third parties. Regulation P excludes blind data without identifiers such as names, account numbers or addresses, which is why borrower data is removed first.

### How long must a mortgage lender keep loan records?

Regulation Z requires keeping evidence of compliance with the closing disclosure rules for three years after consummation, and Regulation B requires keeping application records for 25 months in most cases.

### Does licensing data mean selling my mortgage company?

No. A license covers a prepared copy of records for a stated use. The lender keeps its business, records and ownership.

### What mortgage records do AI buyers want?

Published programs ask for underwriting files and financial approval workflows. In this deal the lender licensed pipeline history, underwriting conditions and QC reviews.

## Sources

- [Mercor Data: Monetize your data (published program page)](https://www.mercor.com/data/)
- [Handshake AI: Get paid for your company data (data partnerships)](https://joinhandshake.com/ai/data-partnerships/license/)
- [15 U.S.C. 6802: Obligations with respect to disclosures of personal information (GLBA)](https://www.law.cornell.edu/uscode/text/15/6802)
- [CFPB Regulation P, 12 CFR 1016.3: Definitions](https://www.consumerfinance.gov/rules-policy/regulations/1016/3/)
- [12 CFR 1026.25: Record retention (Regulation Z)](https://www.law.cornell.edu/cfr/text/12/1026.25)
- [12 CFR 1002.12: Record retention (Regulation B)](https://www.law.cornell.edu/cfr/text/12/1002.12)

## Related reading

- [/sell-company-data/united-states/mortgage-lenders](https://origindatapartners.com/sell-company-data/united-states/mortgage-lenders)
- [License Loan Underwriting and Credit Decision Data for AI](https://origindatapartners.com/guides/license-loan-underwriting-decision-data-ai)
- [License Insurance Underwriting Files to AI Companies](https://origindatapartners.com/guides/license-insurance-underwriting-files-ai)
- [How to de-identify company data before licensing it](https://origindatapartners.com/guides/de-identify-company-data-before-licensing)
- [Selling your business or practice: can you license its data separately?](https://origindatapartners.com/guides/license-company-data-when-selling-business)
- [/case-studies](https://origindatapartners.com/case-studies)
- [/how-it-works](https://origindatapartners.com/how-it-works)
- [How much do AI companies pay for company data?](https://origindatapartners.com/guides/company-data-value)
- [/case-studies/insurance-firm-claims-data-1-3-million](https://origindatapartners.com/case-studies/insurance-firm-claims-data-1-3-million)
- [/case-studies/accounting-firm-workpapers-575000](https://origindatapartners.com/case-studies/accounting-firm-workpapers-575000)