From Control to Collaboration:
Reimagining Risk Oversight with Agile and AI

Risk management is the backbone of every financial institution — ensuring stability in a world of constant change. Yet traditional frameworks often struggle to keep up with today’s speed of innovation. This session bridges finance, data, and technology, showing how Agile methods and AI/ML can make risk oversight faster, smarter, and more responsive. Drawing from real project experiences, Sujit Patange demonstrates how to build liquidity dashboards, stress-testing workflows, and continuous monitoring models using Agile principles. Designed for both engineering and finance professionals, this talk offers hands-on insights into how modern risk teams combine data, collaboration, and adaptability to stay ahead.