Why agentic treasury needs search and observability
Aug 18, 2026Karen Mcdermott

Summary
This post extends the 'Agentic AI Context Layer' by detailing how search and observability are critical for agentic treasury applications. It emphasizes the need for a unified context layer that combines structured and unstructured data for AI agents, leveraging Elasticsearch for hybrid retrieval. It also highlights the role of observability in validating AI-driven financial decisions by providing operational telemetry and tracing the provenance of recommendations. The post introduces the concept of 'agentic treasury' and the governance implications for AI agents operating in financial contexts.