AI Explained AI Observability and Security for Agentic Workflows with Karthik Bharathy
Mar 20, 2025
Karthik Bharathy, General Manager of AI Ops & Governance at AWS, brings over 20 years of AI and ML expertise. He delves into critical aspects of AI security and observability, emphasizing the need for human oversight in agentic workflows. The conversation covers the evolution of AI in enterprises, the transformative impact of generative AI, and the complexities of implementing AI security and compliance. Karthik also discusses strategic partnerships that enhance AI workflows and the significance of robust data infrastructure in financial services.
AI Snips
Chapters
Transcript
Episode notes
AI Ops Evolution
- Security and governance are built into ML workflows from the ground up, not as an afterthought.
- Enterprises prioritize robust data governance, access controls, and audit trails from day one.
Enterprise AI Adoption
- Enterprises are shifting from exploring generative AI to scaling its implementation for tangible business value.
- Integrating AI systems for complex workflows requires attention to security and reliability.
Agentic AI Examples
- NFL Media uses AI agents to reduce new hire training time by up to 67%.
- Cognizant automated mortgage compliance workflows with AI, improving efficiency by over 50%.