Deploying agents at enterprise scale: a Databricks case study

A retail bank spent £85,000 on a chatbot PoC that never reached production, with no explainability for failures. Sandipan Bhaumik's team dedicated six weeks to evaluation data and tracing before selecting a model in week seven of an eight-week engagement.