The Future of AI in banking

Agenda including a live demo of our Fraud, Credit Risk, and Stress Testing apps

The Future of AI in Banking

• Problems with ML – what got us here won’t get us there
• Regulatory convergence and the way forward
• Measures of Explainability, Trust, Fairness and Bias
• Causal AI as a 10X accelerator in Financial Services
• Examples of Causal AI in Fraud Detection, Credit Risk and Stress Testing

Speakers:

• Stephen Moody, General Manager, Retail Banking at causaLens
• Tom Dorrington Ward, Data Scientist at causaLens

Timestamps:

0:33 – What do we do?
3:33 – Challenges with current ML approaches
6:55 – Intro to Causal AI
10:42 – Example: Causal AI for Fraud/Crime Prevention
20:32 – Example: Causal AI for Credit Risk
26:06 – Example: Causal AI for Stress Testing
33:54 – Summary and closing remarks