AI Banking Resources

Find the right AI artifact for the job in front of you.

Preview practical bank AI resources first. Download the editable versions when you are ready to put them to work.

29 artifacts shown.

Starter kits

Get started today with our starter kits

Kit

The Bank AI Governance Starter Kit

Set the data line, classify AI use, start the inventory, and document your first workflow.

  • Safe AI Use Checklist
  • Red / Yellow / Green Use Card
  • The Bank AI Use-Case Inventory Card
  • The Bank AI Workflow SOP Template
Kit

The Banker Builder Brief Kit

Turn one workflow problem into a Builder Brief, safe build path, test plan, and handoff checklist.

  • Red / Yellow / Green Use Card
  • The Bank InfoSec AI Control Plane Kit
  • The Bank AI Workflow SOP Template
  • The Bank Operations AI Workflow Kit
Kit

Prompt Like a Banker Kit

Prompt like a banker with formula cards, placeholders, safe examples, review rules, and the interactive builder.

  • Prompt Like a Banker Prompt Card
  • Banker Prompt Formula Card
  • Safe Prompt Placeholder Card
  • Prompt Output Review Checklist
  • Banker Prompt Types Cheat Sheet
  • Safe vs. Unsafe Prompt Examples
Kit

The Frontline AI Enablement Kit

Desk cards, prompts, and manager tools for safer branch and contact-center AI use.

  • Safe AI Use Checklist
  • Prompt Strategy Cheat Sheet
  • Data Handling Reference Card
  • Retail Playbook
Kit

The Bank Marketing AI Review Kit

Draft faster, verify every claim, review every disclosure, and retain every campaign decision.

  • Prompt Strategy Cheat Sheet
  • The Bank Marketing AI Control Kit
  • The Banker's AI Use Policy Starter
  • The Bank AI Workflow SOP Template
Kit

The Lending AI Review Kit

Review one AI-assisted lending workflow and keep decisions human, explainable, and file-supported.

  • The Bank AI Use-Case Inventory Card
  • The Fair-Lending AI Review Checklist
  • The Lending AI Control Kit
  • The Bank AI Workflow SOP Template
Role playbooks

9 role playbooks

Open the role path, then download the templates and prompts that come with it.
Playbook

Compliance

Procedure cleanup, audit prep, exam-ready summaries.

  • Use-case intake
  • Review checklist
  • Board update
Open
Playbook

Branch / Retail

Coaching scripts, service recovery, frontline reference cards.

  • Reply library
  • Coaching card
  • Voice report
Open
Playbook

Marketing

Campaign drafts, disclosure flags, brand-safe variations.

  • Brand prompt
  • Campaign kit
  • Review route
Open
Playbook

Lending

Adverse-action tuner, denial summaries, fair-lending checks.

  • Traceability
  • Phrase screen
  • Packet index
Open
Playbook

BSA / AML

SAR scaffolds, alert patterns, CDD baselines, and evidence-ready oversight.

  • SAR scaffold
  • CDD baseline
  • Training scenario
Open
Playbook

IT / InfoSec

Data classification matrix, allowed-tools verdicts, NPI rules.

  • Tool verdict
  • Data matrix
  • Agent review
Open
Playbook

Executive / Leadership

Adoption thesis, governance guardrails, ROI you can report to the board.

  • Adoption thesis
  • Board briefing
  • Pilot scorecard
Open
Playbook

Operations

Turn ad hoc AI use into documented, repeatable workflows.

  • Workflow SOP
  • Working brief
  • Handoff check
Open
Playbook

Training / HR

Role-specific enablement, safe-use curriculum, capability tracking.

  • Training path
  • Safe-use sheet
  • Capability tracker
Open
Templates & checklists

Adopt-and-adapt starter documents.

Policy, workflow, board review, fair-lending, and AI use-case governance — ready to fill in.

Template · 12 min

The Bank AI Use-Case Inventory Card

A one-page register and editable spreadsheet for tracking AI workflows, owners, data classes, risk tiers, human review, and review cadence.

Register columnsData class vs risk tierVendor controlsSpreadsheet companion

Template · 15 min

The Banker's AI Use Policy Starter

Editable clause language, data-classification rules, and governance control areas for safe generative AI adoption.

Purpose & scopeGovernance & accountabilityApproved toolsData classification

Template · 18 min

The Bank AI Workflow SOP Template

A fillable operating procedure for documenting AI-assisted work, human review, data handling, vendor controls, monitoring, and shutoff triggers.

Fillable front pageHuman reviewVendor lifecycleShutoff triggers

Template · 7 min

The AI Board Briefing Checklist

Four facts, four motions, and four evidence items for a controlled bank AI rollout.

Four factsFour motionsBoard memoEvidence items

Template · 15 min

The CDFI AI Evidence File Checklist

A fillable ledger for documenting AI-assisted grant, certification, impact, and award-reporting materials.

Evidence row templateReporting mapFair-lending/access guardrailsCertifier sign-off

Template · 12 min

Go-to-Market Plan for an AI Initiative

A run-it-this-week go-to-market plan for launching an AI-enabled capability at a community bank or credit union — internal rollout plus a compliant member-facing announcement — with a worked example threaded through every section.

Launch & audienceThe promiseProof & pilotCompliance guardrails

Template · BSA/AML

The BSA/AML SAR Narrative Scaffold

A human-reviewed template for who, what, when, where, why, how, missing facts, and evidence retention.

Who / what / when / where / why / howMissing factsReviewer sign-offEvidence retention
Desk cards

One-page references your staff can use Monday.

Short, printable, built for a quick decision before someone pastes work into an AI tool.

Staff card

Safe AI Use Checklist

Strip data, ask clearly, fact-check, escalate.

Staff card

Red / Yellow / Green Use Card

Classify AI use cases in ten seconds.

Prompt card

Prompt Strategy Cheat Sheet

Write prompts with role, context, format, constraints, and review.

Reference

Regulatory Cheat Sheet

SR 26-2, ECOA / Reg B, TPRM, BSA/AML, and AI lexicon basics.

Reference

Platform Feature Reference Card

Which platform features to use for drafting, summarizing, review, and evidence capture.

Sample outputs

See the deliverables before you choose.

Open a sample report or playbook, then start with the free score if you need a recommendation.

In-Depth Playbook Preview

How the $99 report turns assessment results into a 90-day AI win.

Sample Readiness Report

Score, maturity tier, top gap, dimension snapshot, and starter artifact.

Security and governance

Need the review path before you download?

If IT, risk, or compliance needs the boundary first, start with these public review pages.
Guide

Security & governance

The public boundary for approved tools, restricted data, human review, and evidence.

Data

LLM data handling

Provider calls, retention posture, subprocessors, PII checks, and override handling.

Review

IT review packet

Forwardable scope, support path, trust boundaries, and institution rollout questions.

Not sure where to start?

Get the recommended resource path.

The readiness assessment recommends a role path, top gap, and starter artifact.

AI Resources for Community Banks & Credit Unions | The AI Banking Institute — The AI Banking Institute