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Industry · Banks & Capital Markets

AI for the institutions that hold deposits and grant loans.

Your teams already run agents in KYC, surveillance, and support. We make that work reliable enough to act on, and produce the model-risk evidence your examiner can sign.

SR 11-7anchored
Lines3
Evidencelive

Agents in production. Evidence the examiner signs.

Every claim in the report traces back to source evidence, ownership, and the workflow decision it supports.

Valuefund next
Riskcontain now
Fluencytrain where work changed
At a glanceKYC · AML · trade surveillance · supportSR 11-7 is the load-bearing standardMapped to the three lines of defenseValue case + examiner-ready audit trailScales to credit-union size
What an AI audit typically surfaces

The shadow AI hiding inside a multi-entity bank.

0shadow-AI cases across entities
0unauthorized agent paths
0tools brought under one cadence

From an anonymized AI audit across a multi-entity finance platform. Representative of what a bank audit surfaces, not a named account.

Where AI lands first inside a bank

One workflow at a time, instrumented end to end.

01

KYC + onboarding

Document ingestion, automated risk scoring, exception triage.

02

AML + surveillance

Agent-driven alert triage and false-positive reduction.

03

Trade surveillance

Pattern detection and regulatory query response.

04

Customer support

Chatbot deflection with strict policy boundaries.

05

Vendor + model risk

Continuous monitoring of third-party model behavior.

06

Internal AI tooling

Vibe-coding governance, enterprise chatbot, search.

Supervisory perimeterSR 11-7NYDFS Part 500FFIEC IT HandbookNCUA model riskOCC AI/ML bulletinsISO 42001 · NIST AI RMF for global subs
What the buyer owns

Value attribution the board can act on.

BuyerWhat they need
CIO / Head of AIOwns the AI rolloutVendor discipline plus integration with the existing stack
CRO / CCOOwns model risk and postureContinuous evidence, not point-in-time attestation
Head of InnovationOwns the AI thesisA bet defensible to the board and the examiner
CEO (credit unions)Single decision-makerSame workflows, lower headcount, direct route
Frequently asked

Direct answers.

Yes. The assessment and memorandum scale to credit-union size. NCUA model-risk guidance is the primary anchor.

Specialist AI builder, across the board

One builder, across the board.

We take your AI from strategy to outcome, with governance, audit, and evals built into every build. Start with a discovery call, or a quick audit.