🎧 Returns Appeals Exception Desk

📋 Multi-Turn Conversation Flow

• Turn 1 (Data Insights / BigQuery): "What is the total concession dollar amount granted for out-of-policy return exceptions this month?" — Synthesizes internal BigQuery conversational analytics query and computes KPI summary.
• Turn 2 (Market Context / Google Search): "How are leading omnichannel retailers tackling return policy abuse and wardrobing fraud currently?" — Grounds analysis against external retail benchmarks and industry context.
• Turn 3 (Visual Artifact / Matplotlib): "Can you render a chart of return concession costs by product category?" — Generates and renders a custom chart visualization artifact inline.
• Turn 4 (Executive Canvas Presentation): "Create a 4-slide executive presentation summarizing the Returns Appeals Exception Desk analysis and recommendations above." — Automatically creates a 4-slide deck and showcases each slide via the bottom thumbnail rail.