Rajkiran Matta
Rajkiran Matta
Vice President Manager of software Engineering, JPMORGAN CHASE & CO
Architecting Trust: Guardrails and Evals for Enterprise Agentic AI in Finance
As financial institutions transition from static LLM applications to autonomous agentic architectures, ensuring reliability becomes a critical challenge. This talk explores the specialized engineering paradigms required to deploy agentic workflows within highly regulated environments. We will dive deep into runtime guardrails for real-time risk mitigation, input/output filtering to prevent data leakage, and continuous evaluation frameworks ("Evals") that act as automated unit tests for AI logic. Attendees will gain actionable insights into balancing autonomous tool execution with deterministic enterprise compliance.