Know exactly where your AI exposure is before your examiner asks the question you can't answer. Built for regulated institutions across Financial Services, Capital Markets, Insurance, and Healthcare.
OCC, FDIC, NCUA, CFPB, SEC, FINRA, NAIC, and CMS examiners are now actively asking about AI governance.
Most regulated institutions — banks, insurers, capital markets firms, and health systems — have no documented AI governance framework. This assessment gives you one — before the examination.
The Problem
Your AI exposure is larger than you think.
Vendors use AI in your name. Staff use consumer AI tools. Loan decisioning has ML models. Most institutions don't know where the risk actually lives.
Regulatory Visibility
Hidden AI Inventory
Third-party vendors — core banking, loan origination, AML screening, fraud detection — have introduced AI features into your environment. Most compliance teams don't have a complete inventory of what AI is operating in their name.
Governance Gap
No Documented Framework
FFIEC, FinCEN, OCC, and CFPB are publishing AI guidance. Examination teams are beginning to reference it. Most institutions have no AI governance policy, no model oversight register, and no staff AI use protocol.
Compliance Exposure
Fair Lending & BSA Risk
AI in underwriting, fraud screening, and AML creates explainability obligations (ECOA, Reg B) and adverse action documentation requirements that standard compliance programs were not designed to address.
What You Get
Three deliverables. Three weeks.
A complete written assessment — not a framework exercise. Specific to your institution, your vendors, and your examination context.
01
Week 1
AI Compliance Inventory
A complete map of every AI/ML system operating in your institution — internal builds, third-party vendor AI, and staff-adopted consumer AI — cross-referenced with the regulatory frameworks each system touches.
Regulatory mapping: BSA/AML · ECOA/Reg B · UDAAP · GLBA · state requirements
Staff AI tool usage documentation (ChatGPT, Copilot, vendor-embedded AI)
✓
Delivered: Structured AI inventory + regulatory exposure map — the documentation your examiner will ask for first.
02
Week 2
Risk Exposure Scorecard
Each AI use case scored against examination risk — with a clear priority ranking of where your institution is most exposed and where examiners are most likely to focus attention during their review.
Risk-scored matrix: High / Medium / Low examination vulnerability by use case
Fair lending AI explainability gap analysis (adverse action, disparate impact)
Third-party AI vendor oversight adequacy review
Comparison against current FFIEC AI examination expectations
Model validation requirements assessment (SR 11-7 applicability)
✓
Delivered: Executive risk scorecard — prioritized by examination severity, not theoretical compliance theory.
03
Week 3
Remediation Roadmap + Board Summary
A prioritized action plan your compliance team can execute immediately — plus a board-ready summary that demonstrates AI governance awareness to examiners, directors, and regulators.
Financial Services. Your bank, credit union, or lending institution has AI embedded in credit decisioning, fraud detection, or AML screening — and no documented governance program when examiners ask.
Capital Markets. Your trading firm, asset manager, or broker-dealer uses algorithmic or AI-assisted execution and compliance surveillance — and needs audit-ready model governance before the next FINRA or SEC review.
Insurance. Your carrier or MGA is deploying AI across underwriting, claims triage, or compliance monitoring — and state insurance AI regulations and NAIC principles are creating new documentation obligations.
Healthcare. Your health system or revenue cycle operation uses AI for prior authorization, coding, or clinical decision support — and HIPAA, FDA, and CMS transparency rules require documented AI oversight.
Board starting to ask questions. Directors are reading about AI governance and leadership doesn't yet have structured, documented answers for the audit committee — across any regulated vertical.
Why CAIBots
The experience behind the assessment.
27
Years BFSI technology & compliance depth
$8B+
Enterprise FS deals structured & closed
45%
Win rate on major financial institution mandates
T1
Banking · Insurance Capital Markets · Wealth
Get Started
Ready to know where you stand?
The assessment begins with a 30-minute no-obligation discovery call. We map your institution's AI footprint, confirm scope, and — only if there's a clear fit — move forward. Decision within 48 hours.