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LLM Squared

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

Make your next AI decision with evidence.

We read your sources, identify gaps and prepare the record behind an AI decision. Start with a bounded two-week inventory review. Your team keeps the file.

Request a 20-minute scope call See the short example

Preparation for your review, not an exam result.

A vendor adds AI. The decision belongs to your institution.

A platform update adds a summary assistant. The proposal describes benefits. Data access, retention and the off switch are unclear.

The practical question: should the institution allow, narrow or defer the feature? Our assessment explains the recommendation and remaining conditions.

Explore a Vendor AI Decision Review

What the expert review finds

  1. Read the actual records

    Compare versions, approval records and feature-specific terms.

  2. Explain the open question

    Show why a source is missing, conflicting or insufficient for the decision.

  3. Prepare the next action

    Name the owner role, evidence to return and condition to reconsider.

In the example, a later procedure copy conflicts with the approved version. Returned evidence resolves that question. Assistant-use conditions remain separate.

Start with one vendor AI decision

One feature, one accountable owner and one institutional decision. Receive our assessment, recommendation, reasons, open conditions and owned actions.

Bring the prior and current disclosure, relevant terms, the intended use, available control evidence and the decision deadline.

Agree the reviewer, inputs, timing and fee in writing. Technical testing is scoped separately.

Read the Vendor AI Decision Review scope. Need an AI baseline first? Scope and fees.

See the decision and the work behind it

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 listedNot yet namedThe proposalIs the feature on by default, and can the institution turn it off?
Staff procedure assistantPublic assistant outside the institutionProcedure text only; exclude member and account dataNot yet namedNoneWhich version controls, and which questions stay unanswered?

Read the four-page buyer packet. Inspect the full example and supporting records.

The people behind the review

Stephen Bishop

Stephen Bishop

Community banking, core and digital platforms. Helps an institution choose where to begin.

Professional profile
Tony del Fierro

Tony del Fierro

Sponsor banking, credit-union technology and system design. Tony connects agent authority with clear owners and controls.

Professional profile

The principals coauthored Know Your Agent: The Governance Standard for AI in Financial Services.

Read career sources and professional profiles. KYA Advisory is their executive advisory and training brand.

One practice, three kinds of work

LLM Squared provides fixed-scope reviews and Evidence Desk. KYA Advisory covers executive advisory, training and speaking. Know Your Agent is the book.

Preparing for an exam or board request? Reviewing an agent? See specialist modules.

Bring the decision and the deadline

A 20-minute scope call establishes the question, owner, available records and next step. An inquiry does not book a meeting.

We reply within one business day. Wait, narrow, or do not buy are valid answers.

Request a 20-minute scope call