What problem does it solve? Financial-services demos often end with a decorative dashboard that hides data quality issues, model uncertainty, and failed states. This Skill structures the Layer 4 business presentation of a Databricks FSI solution so executives, data leaders, and investigators each get a traceable, decision-oriented view tied to one shared trace ID. ## Core Features & Use Cases - Decision-oriented surface design: Choose between a Databricks AI/BI dashboard, a Databricks App for stateful case actions, or a notebook fallback, with persona-specific views for business, data, and engineering leaders. - Risk operations workflow: Build a prioritized alert queue with trace ID, score, reason codes, generated summaries, citations, recommendations, and human action states. - Trust and resilience: Expose model health, data freshness, and lineage; implement loading, stale-data, generation-failure, and access-denied states; prepare seeded trace IDs and rehearsed fallbacks. - Use Case: A solutions architect preparing a fraud-detection POC demo uses this Skill to build an executive KPI view, an investigator case queue, and a drill path that traces one alert from KPI to Gold/Silver sources. ## Quick Start Use the databricks-fsi-business-presentation skill to design the Layer 4 dashboard and investigator workflow for my fraud detection demo.
