Services / Packages

Fair Lending AI Testing

Independent fair lending testing of AI used in credit decisions, with results ready for examiners and boards.

From $12,500 per model4–6 weeks

Public agencies receive quotes structured to fit their procurement rules.

You own everything we produce.

Who this is for

Organizations usually call us about this when:

1

You use AI or a vendor model in underwriting, pricing, or marketing decisions.

2

An examination is coming and your AI models haven’t been independently tested.

3

A vendor updated its credit model and you need to confirm it’s still fair.

Overview

When AI influences who gets credit and on what terms, it’s a fair lending model, whether you built it or a vendor did. We test the model’s outcomes across protected classes, review the reasons it produces for denials, search for less discriminatory alternatives, and document the results in the form examiners expect. Testing covers underwriting, pricing, marketing, and servicing models.

What’s included

  • Outcome testing across protected classes
  • Review of adverse action reasons under Regulation B
  • Search for less discriminatory alternatives
  • Review of vendor model documentation
  • Ongoing monitoring recommendations
  • Report written for examiners and the board

Available under attorney-client privilege. We can perform this work at the direction of your counsel, so findings may be protected by privilege. Ask us about privileged engagements.

How it works

  1. Scope

    We agree on the models, data, and decisions in scope.

  2. Test

    We test outcomes, reasons, and alternatives using your data.

  3. Report

    You receive findings, recommendations, and an examiner-ready report.

How it works for your organization

The same service, tailored to the obligations and realities of each sector.

Private Sector

Banks, credit unions, lenders, and fintech companies use our testing before launch and on a regular schedule after.

  • Underwriting and pricing models
  • Vendor models used in lending
  • Marketing and servicing models
  • Evidence for examinations

More about our work with private sector

Public Sector

Housing finance agencies and public lenders use our testing to confirm AI treats applicants fairly.

  • Housing and small business lending programs
  • Eligibility and scoring models
  • Vendor-provided decision tools
  • Documentation for oversight bodies

More about our work with public sector

Nonprofits

Community development lenders use our testing to keep AI aligned with their mission and fair lending law.

  • Community development lending
  • Microloan scoring tools
  • Grant and loan eligibility models
  • Reporting to funders

More about our work with nonprofits

Frequently asked questions

How much does Fair Lending AI Testing cost?

Fair Lending AI Testing starts at $12,500 per model. The final price depends on scope, and we confirm it in writing before any work begins.

How long does it take?

Most engagements take 4–6 weeks, depending on scope and how quickly information is available.

What do we receive?

The engagement includes: outcome testing across protected classes; review of adverse action reasons under Regulation B; search for less discriminatory alternatives; review of vendor model documentation.

Can this be done under attorney-client privilege?

Yes. When your counsel engages us and directs the work for the purpose of giving legal advice, our findings may be protected by privilege. Ask your counsel to contact us and we’ll structure the engagement with them.

What if a deliverable doesn’t meet the agreed scope?

We revise it until it does, at no extra cost. And if we miss an agreed delivery date, we take 10% off that deliverable.

Who owns the deliverables?

You do. Everything we produce for you is yours to keep, use, and share.

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