and advanced analytics risk.

This workshop will explore why the challenge goes beyond data quality alone and instead depends on whether firms have connected, explainable, auditable, and consistent data needed to support AI 

with confidence.

Drawing on the InvestOps report, the session will help attendees understand the structural issues that sit behind unreliable AI outcomes, and the practical steps firms can take to strengthen governance, lineage, ownership, and shared meaning across domains.