Top-Down or Bottom-Up: The World's Largest Exchanges Show Two Paths to AI
Mira Boteva
VP, Lead Product Manager, Metadata Management
Mira leads the strategic implementation of enterprise metadata across the exchange group. She's building API platforms and marketplaces that democratize data discovery.
Shraddha Sharma
VP of Project Management, Data Governance
Shraddah architects bottom-up governance across a complex financial group. She's embedding ownership, stewardship, and culture across distinct business entities—demonstrating that federated models can deliver trust at exchange speed.
Zenul Pomal
Executive Director, Core Data Platform & Enterprise Architecture
Zenul architects top-down governance automation at the world's largest derivatives exchange. He's standardizing metadata, automating lineage, and building BigQuery-based infrastructure where trust and compliance operate at nanosecond speed through centralized automation.