Building trusted agentic AI in financial services: From data to autonomous action

As financial institutions transition from generative AI to agentic AI, the focus is shifting from simple question-answering to deploying autonomous systems capable of executing complex workflows. To scale this technology safely, organizations must establish a foundation of "trusted context" by prioritizing high-quality data and utilizing observability—through metrics, traces, and logs—to ensure all AI actions are governed, secure, and explainable.