AI Opportunity Prioritization Matrix

Path: streamlit/data/ai_opportunities.yaml, rendered by streamlit/pages/1_Opportunity_Quadrant.py and published-findings cell 2. Required columns: id, opportunity_name, stage, ai_can_help, effort_size (S–XL), expected_gain, plot_x, plot_y. Y = expected efficiency gain, X = implementation effort. Low-hanging fruit = high impact AND AI-yes AND low effort. Same ids as swimlane badges. Cells are opportunity names, not agent products.