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LLM Squared

For community banks, credit unions and the fintechs that serve them.

Know where AI touches your institution.

A two-week review of declared AI uses, permitted sources and evidence gaps. Your team keeps the inventory, owned actions and a board briefing.

Request a call See the complete example

Preparation for your review, not an exam result.

Fee fixed in writing after one working session.

Start with the AI Governance Starter.

Start here. Two weeks.

Declared uses, inspected sources and owned questions.

Before an exam, board question or vendor AI change, agree where your team looked for AI. We inspect permitted sources, explain missing or conflicting evidence, and prepare the record your reviewer needs.

The scope covers up to 10 declared AI uses, three vendor disclosures and two stakeholder sessions. Timing starts after agreed inputs and reviewer availability.

Read the Starter scope

Your team keeps

  • Coverage and AI use records.
  • Source versions and evidence gaps.
  • Proposed tiers and assigned actions.
  • Examiner mapping and a board briefing.

Your institution records acceptance and conditions separately.

How the review moves from input to decision.

  1. Supplied

    Your team declares uses, names the owner and supplies permitted sources.

  2. Prepared

    We inspect versions, explain gaps and prepare actions and the board briefing.

  3. Reviewed

    Your reviewer evaluates the evidence and records the institution decision.

Read the evidence states

The work behind the board briefing.

Illustrative inputs, not a client.

Observation

A later procedure copy changes the second-review rule. Only the earlier version has supplied approval evidence.

Assigned action

The procedure owner confirms which version controls and resolves the conflicting instruction.

Reopened question

A revised vendor disclosure expands data reach. Retain the earlier baseline and ask for handling and control evidence before activation.

See the complete illustrative example

The example includes the source register, open actions and a printable package.

Why examiners are asking now.

  • SR 26-2 excludes generative and agentic AI. The revised model risk guidance is most relevant above $30 billion.

    Federal Reserve guidance
  • CSBS gives state examiners eight scoping questions and a document request list. It creates no new legal obligations. Each state decides its use.

    CSBS framework
  • The interagency third-party proposal does not address AI-specific vendor risk.

    OCC proposal
  • Credit unions should use NCUA's AI resources alongside its 2026 supervisory priorities.

    NCUA resources

Sources checked October 5, 2026. Read charter and regulator boundaries. One review covers declared uses.

Five specialist reviews when the question narrows.

Use the same evidence method for a specific decision. Choose the review that matches the question.

The summary file your reviewer receives.

Illustrative inputs, not a client.

The six-column evidence file
UseWhere it runsData it can touchOwnerEvidence on handQuestion still open
Vendor feature inside an existing platformThe vendor's serviceNot yet declaredNot yet namedThe proposalIs the feature on by default, and can the institution turn it off?
Staff use of a public assistant on procedure textA public assistant outside the institutionNot yet declared; must exclude member and account dataNot yet namedNoneWhich procedure version controls, and which questions stay unanswered?

Institution decision: ________________________

Open the blank file and downloads. Read the work behind the board briefing.

Bring the question due for review.

  • An exam request, board question, vendor AI change or pilot decision is on the calendar.
  • An accountable owner can supply permitted records and coordinate reviewers.
  • Your reviewer can evaluate findings and record the institution decision.

Start with a general business question. Keep confidential documents out of the inquiry.

Find your institution role

Keep the agreed file current each quarter.

After the initial review, your team supplies changed disclosures, policies and use records. We identify affected questions, prepare an owned review queue and update the supporting file after your reviewer responds.

Agree the baseline, update scope, reviewer and delivery dates in writing. Updates are supplied by your team; connected monitoring is outside this service.

Read the quarterly follow-on scope

Who does the work.

Stephen Bishop

Stephen Bishop

Stephen works across community banking, core and digital platforms, and fintech partnerships. His career includes Jack Henry, Citi and operating leadership at OMB and Equs. He publishes The Vault and coauthored Know Your Agent.

Stephen on LinkedIn
Tony del Fierro

Tony del Fierro

Tony served as Sound Credit Union's senior vice president and chief technology officer. His author biography describes Wells Fargo connectivity strategy. He focuses on institution-owned context and agent authority and coauthored Know Your Agent.

Tony on LinkedIn

Read career sources and review responsibilities.

Know Your Agent.

Know Your Agent book cover

Stephen and Tony examine who authorizes an agent, what it may do and who can stop it.

Amazon. Barnes & Noble.

Read the sample chapter PDF

Try the method.

Inspect procedure text, conflicting versions and open questions in the browser.

Try with illustrative inputs

Use the review methods in approved Claude Code with the local Evidence Desk package. Keep the complete export for your institution reviewer.

Questions before the first review.

What evidence does the board receive?

A one-page briefing tied to the coverage record, source versions, evidence gaps and assigned actions. The institution decision remains separate.

Which regulatory route applies?

States decide how to use the CSBS framework for state-chartered banks and nonbanks. National banks use their OCC route; credit unions use NCUA resources.

Read the charter boundaries and examiner questions
How is the fee agreed?

Source volume, preparation, review responsibilities and the handling route are agreed in a written scope.

Read the engagement boundaries
Read all review questions

The institution owns the decision.

The summary points to the sources, reviewer observations and actions behind the briefing. Wait, narrow, or do not buy are valid answers.

A review prepares a file. It does not certify compliance, give a legal opinion or connect to a core.

Read how sources are handled

Talk through the review question.

Tell us the trigger, deadline and accountable role. A person will reply within one business day.

Request a call

Prefer email? info@llmsquared.com.