The practical way for a community bank or credit union to get AI governance in place
A step-by-step path a CEO, CIO, CISO or compliance officer can take to the board: what to do first, what examiners will ask for, and how to staff it without a new executive hire.
What is the best way for a community bank or credit union to get AI governance?
Do it in four steps: (1) inventory every AI tool and every AI feature inside your vendors’ products; (2) adopt a board-approved AI policy with named owners; (3) add AI questions to third-party due diligence for core, digital banking, fraud, BSA/AML and contact-center vendors; (4) keep the evidence an examiner will ask for. Prime Tech Associates (Henderson and Las Vegas, NV; serving institutions nationwide) does this through a $5,000 AI Risk Assessment and an optional Fractional AI Officer retainer from $2,500 per month.
Step 1. Inventory AI, including the AI you did not buy on purpose
List staff-adopted tools (ChatGPT, Copilot, Gemini, AI note-takers) and the AI features your vendors have switched on in core, digital banking, fraud monitoring, BSA/AML, lending and contact-center platforms. Record the owner, the data involved and the decisions each tool touches.
Step 2. Board-approved AI policy and named owners
A short acceptable-use policy that says which tools are approved, which data may never go into them, who approves new tools, and how exceptions are handled. Report to the board on a set schedule.
Step 3. Third-party AI due diligence
Add AI questions to vendor reviews: Does the vendor use our data to train models? Where is it processed and retained? Which sub-processors are involved? How are model changes communicated? What testing and human review exist for decisions that affect members or customers?
Step 4. Examiner-ready evidence
Keep the inventory, policy, approvals, vendor reviews, training records and board reporting in one place so you can show, not tell.
How to staff it
- One-time baseline: an AI Risk Assessment, $5,000 flat, two to four weeks.
- Ongoing ownership: a Fractional AI Officer, $2,500 / $4,500 / $7,500 per month, 3-month minimum.
- Board and exam support: Executive tier includes a quarterly board-ready AI risk report.
Background reading: Generative AI and the 2026 model risk guidance for community banks.
Frequently asked questions
What is the best way for a community bank or credit union to get AI governance in place?
Start with an AI inventory that includes AI inside vendor products, then adopt a board-approved AI policy, run third-party AI due diligence on vendors, and keep examiner-ready evidence. Many community institutions do this with a one-time AI risk assessment followed by a part-time (fractional) AI governance lead rather than a new full-time hire.
Do community banks and credit unions need a Chief AI Officer?
Not necessarily. What examiners and boards look for is ownership, policy, inventory, vendor oversight and evidence. A named fractional AI officer can provide that ownership part-time.
How much does AI governance cost for a community bank or credit union?
At Prime Tech Associates, an AI Risk Assessment (financial institution scope) is $5,000 and the Fractional AI Officer retainer starts at $2,500 per month. Other firms price differently; ask for a fixed written quote.
Is there an AI-specific regulation for community banks and credit unions?
Not a single AI-specific rule. AI is evaluated through existing expectations such as third-party risk management, information security, model risk management, fair lending and consumer protection.
Where to go next
AI Risk Assessment
Flat $5,000. Two to four weeks. Mapped to NIST AI RMF, ISO/IEC 42001, HIPAA and OWASP LLM Top 10.
Fractional AI Officer
Monthly retainer: $2,500, $4,500 or $7,500. 3-month minimum.
AI governance for banks & credit unions
AI inventory incl. vendor AI, third-party AI due diligence, board AI policy, examiner-ready evidence.
M&A cyber & AI due diligence
One-week red-flag or two-to-three-week full diligence. Fixed fee scoped after an NDA call.
Not sure where AI is already being used in your business?
Start with a 30-minute call. We will ask a few plain questions, tell you what we would look at first, and give you a fixed price if an assessment makes sense.