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playbooks/lending/adverse-action-letter-tuner

Adverse-Action Letter Tuner

A structured prompt that helps loan officers draft adverse-action letters that satisfy ECOA / Reg B specificity requirements — and flags fair-lending phrasing concerns before they ship.

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adverse-action-letter-tuner.mdTool · 7 min

Contents

  1. 01What this tuner enforces

For: Loan officers and credit analysts drafting adverse-action notices

PlaybooksLendingTool

01

What this tuner enforces

This template is structured. The working copy is being finalized by our subject-matter editors — directionally accurate today, refined shortly.

  • Specific principal reason(s) for the adverse action — not a generic category.
  • Plain-language explanation a non-expert applicant can act on.
  • ECOA / Reg B notice elements: credit decision, applicant rights, agency contact.
  • Fair-lending phrasing review — flags language patterns associated with bias.

Lending Playbook

Practice this in the course.

The AiBI-Foundation course walks through the same prompts, with reviewed work you can take to your team.

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Adverse-Action Letter Tuner — Lending Playbook — The AI Banking Institute