Hariharan Ganesan

This talk addresses the critical need for trustworthy AI, especially in mission-critical applications where AI inferences directly impact business decisions and financial outcomes. It highlights a significant gap between AI adoption and AI governance, leading to potential silent failures with substantial financial and operational consequences. The presentation introduces a framework for building and scaling AI systems that instill confidence through explainability, traceability, and robust guardrails.