Resources

Curated resources, tools, and projects

Reference lists I maintain on AI risk management, governance, and responsible AI in finance, and the tools and projects I have built.

Curated lists

Curated list

AI Risk Management in Finance

The primary sources worth knowing, read through a finance lens: supervisory guidance across jurisdictions, international standards, industry frameworks, model risk management, tooling, and research. Over 150 entries, kept current.

Tools & projects

GOT - The AI Governance Tool

Generates tailored AI governance reports with applicable standards, controls, and implementation guidance based on your specific AI use case.

Job AQ

An assessment that measures how ready individuals and teams are to work with AI.

Agentic MRM

A demo showing how the concepts in the agentic AI model risk management paper by Lukasz, Agus, Tanveer, and me work in practice.

View demo Read paper

Check out sample projects and apps on GitHub.