AI in Financial Services
A ~40-minute brief for BFSI execs, risk officers, GCs. Credit, fraud/AML/KYC, insurance, capital markets, customer-facing, regulatory posture. Grounded in EU AI Act, SR 11-7, CFPB/DOJ, FCA Consumer Duty, RBI master direction.
8
Chapters
~40 min
Duration
Intermediate
Level
No
Certification
Who this is for
For bank execs, insurance leaders, capital markets, fintech, regulators-adjacent past basic AI literacy.
How this course works
- 8 audio-narrated slide chapters · ~40 min of focused content
- Capstone with interactive Markdown builder you take to your team
- Trust trip-wires on every play — what not to cross
- Free verifiable certificate on completion
What you'll walk out with
Specific outcomes from this course — no fluff.
- A regulator-aware map of AI in BFSI — credit, fraud/AML/KYC, insurance, capital markets, customer-facing
- The fair-lending playbook — CFPB + DOJ + ECOA, adverse-action notices, fairness monitoring across protected classes
- AML + KYC + transaction monitoring with AI — what regulators approve vs what gets MRA-ed
- Insurance pricing and claims with AI — the disclosure requirements, the explainability bar, the trip-wires
- SR 11-7 model risk management applied to LLMs — validation, monitoring, recertification
- EU AI Act + FCA Consumer Duty + RBI master direction — the multi-jurisdictional posture
- The audit-defense posture — explainability, lineage, fairness audits, override logs that survive litigation
Course content
8 chapters · ~40 min
Welcome
A 1-minute orientation — what the course covers, how to navigate, and what you walk out with. No audio on this screen.
The BFSI AI landscape
McKinsey banking 2025: 20–40% productivity gains. JPM 140K employees with LLM-Suite. Bloomberg BloombergGPT 50B finance LLM. Mastercard fraud detection. Zest/Upstart fintech. Tractable/Lemonade insurance. Quant tradition (Renaissance, Two Sigma, Citadel). 4-quadrant regulators (EU/US/UK/India).
Credit and underwriting AI
EU AI Act Annex III: credit scoring of natural persons = high-risk (Art. 6-29 + Art. 27 FRIA + Art. 50 + Art. 99 fines). CFPB+DOJ 2024 joint statement: disparate impact applies to AI lending. SR 11-7 Federal Reserve Model Risk Management — independent validation + monitoring + documentation.
Fraud, AML, and KYC
Mastercard Decision Intelligence flagging billions annually. AML 95% → 70-80% false-positive compression (15-20pp investigator time saved). SAR drafting with quote-or-cut (Mata cross-domain). KYC + adverse-media monitoring at global news scale. ComplyAdvantage/Refinitiv/Trulioo.
Insurance AI
Claims AI (Tractable computer vision, Snapsheet, USAA/GEICO/Allstate integrations). Underwriting AI (Lemonade gen AI, Tokio Marine). EU AI Act Annex III: insurance pricing = high-risk. US state insurance commissioners (CA, CO, NY) examining. Air Canada Moffatt cross-domain analog applies.
Capital markets and asset management AI
Quant tradition (Renaissance Medallion, Two Sigma, D.E. Shaw, Citadel, AQR, Bridgewater). Bloomberg BloombergGPT 50B finance LLM (Mar 2023). Goldman Marquee AI, JPM IndexGPT, MS Atlas. Research + summarisation: 20-40% analyst hours saved. Quote-or-cut on regulated content.
Customer-facing AI in BFSI
BofA Erica, JPM In-App, Wells Fargo Fargo + insurance chatbots + wealth advisory copilots (40-70% containment). Air Canada Moffatt applies directly to banking/insurance/wealth. EU AI Act Art. 50 + UK FCA Consumer Duty + India RBI master direction. 3 settings: retrieval grounding + citations + escalation triggers.
Regulatory posture
4-quadrant compliance: EU (AI Act + GDPR Art. 22 + EBA/EIOPA/ESMA) · US (SR 11-7 + CFPB/DOJ + NIST + SEC + state patchwork) · UK (FCA Consumer Duty + PRA) · India (RBI + DPDPA + IRDAI). Pragmatic multinational quartet: EU + NIST + FCA + DPDPA. 5-section compliance document.
Making it stick: your BFSI AI roadmap
2 use cases · 2 quarters · 1 regulatory posture. Q1 = lower-risk (fraud/AML, claims AI, research summarisation). Q2 = one high-risk with full controls (credit/insurance pricing with EU + SR 11-7 + NIST). 4 trust trip-wires: SR 11-7+EU+NIST controls, customer disclosure, quote-or-cut on regulated AI, no "set and forget".
Want this delivered inside your organisation?
The course is the starting point. The same content powers a 4-week pilot, an org-wide rollout, or a continuous build engagement — set up on your data, with your team, by Gennoor Tech.