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