Lending Playbook

Defensible decisions, faster.

Use AI to write better adverse-action letters, run fair-lending pre-checks, and document decline rationales in a way that holds up to review.

Start your Lending path
Playbook Snapshot
Lending Enablement Map
Primary Goal
Defensible decisions
Core Artifact
Decision packet
Risk Focus
ECOA + bias
Decision documentation
64/100
Fair-lending awareness
70/100
Borrower communication
58/100
Reviewer alignment
60/100
Recommended path
Maturity Assessment → Foundation Course → Decision Documentation → Sandbox
Use-Case Map

Where lending can use AiBI immediately.

Concrete, role-specific use cases replace generic AI advice.
HIGH RISK

Draft an adverse-action letter

Generate an ECOA-aligned decline letter from a decision summary.

Artifact
Adverse-action draft
HIGH RISK

Run a fair-lending pre-check

Test a decision rationale for protected-class signal language.

Artifact
Fair-lending review notes
MED RISK

Summarize a stipulation list

Turn a long stip list into a clean borrower communication.

Artifact
Stipulation summary
MED RISK

Document a loan exception

Write the exception rationale in the standard format reviewers expect.

Artifact
Exception memo
Lending Operating Model

A decision rhythm reviewers can defend.

01

Compile

Pull the decision facts: credit, capacity, collateral, conditions, character — and the applicable policy.

Artifact produced
Decision summary
02

Draft

Generate the borrower letter and the file memo in the sandbox using synthetic loan numbers only.

Artifact produced
Draft letter + memo
03

Review

Run the fair-lending pre-check; flag any language that signals protected-class consideration.

Artifact produced
Review notes + flag log
04

File

Send reviewed letter to the borrower; file memo + review log to the loan file.

Artifact produced
Loan file evidence pack
Review Checklist

Before AI output is used.

No protected-class language in any draft
Specific factual reason cited, not boilerplate
ECOA Reg B template structure preserved
Reviewer signature on the file memo
Borrower-facing language reading-level checked
All references to the borrower verified against the file
Toolbox Assets

The playbook ships real tools.

A strong role playbook ends with downloadable, customizable work products — not slides.
Lending Playbook

Decisions you can defend. Letters borrowers can understand.

AI is most valuable in lending when it makes the file thicker, not thinner — every artifact ships with reviewer evidence baked in.