Financial-services

The Banking Sector Got Mythos First. Here's What That Means for Its PMs.

JP Morgan, Goldman, Citi, BofA, and Morgan Stanley all got Mythos first — and the Treasury Secretary convened them to discuss using it. For FinServ PMs inside Project Glasswing and outside it, the governance implications are immediate, regulator-facing, and not covered by SR 11-7 as written.

By AIPMO

/ 28 Apr 2026 · 9 min read

Model Risk Management and SR 11-7: The Framework That Already Governs AI

SR 11-7 was written for statistical models. Federal banking examiners are using it to evaluate machine learning in credit, trading, and risk management today. Here's how to adapt model risk governance for the AI era without rebuilding from scratch.

By AIPMO

/ 7 Apr 2026 · 9 min read

GenAI in Financial Services: New Capabilities, Familiar Governance Risks

FINRA's 2026 Annual Report documented AI hallucinations in compliance workflows and unauthorized use of non-compliant tools. Generative AI introduces failure modes that traditional model risk management wasn't designed to catch. Here's the gap analysis.

By AIPMO

/ 7 Apr 2026 · 9 min read

Fair Lending and Credit AI: When the Algorithm Discriminates

The CFPB's adverse action notice requirement doesn't care whether a denial came from a human or a gradient-boosted tree. Proxy discrimination in credit AI is as illegal as direct discrimination. Here's the governance framework that keeps models compliant.

By AIPMO

/ 7 Apr 2026 · 9 min read

Adverse Action Notices and Explainability in Financial AI

An AI that can't explain why it denied credit doesn't meet Regulation B. The CFPB's "specific reasons" requirement applies regardless of model complexity. Explainability is not a model architecture preference — it's a legal obligation.

By AIPMO

/ 7 Apr 2026 · 9 min read

AI Governance in Financial Services: What Project Managers Need to Know

SR 11-7, the EU AI Act, FINRA's 2026 GenAI guidance — financial services has the most mature AI governance regulatory stack of any industry. Here's what it means for PMs managing AI in banking, lending, and investment management.

By AIPMO

/ 7 Apr 2026 · 10 min read