Transform synthesis stage from consultant memo to productized report:
- New 6-section structure: Executive Summary, Risk Scorecard,
Critical Issues, Strengths, Action Matrix, 90-Day Tracking
- Add chart data aggregation (7 charts: gauge, pies, trends)
- Evidence-grounded LLM prompt requiring quote citations
- Hyper-specific solution generation with WHAT/WHO/WHEN/WHY
- Taxonomy-guided solutions contextualized to business type
- Staff name extraction from quotes for leverage actions
- Success metrics tied to actual complaint keywords
Report sections now include:
- Health score (1-100) with revenue-at-risk estimates
- Risk indicators with color-coded scores and trends
- Critical issues with evidence, root cause, and specific solutions
- Strengths with named staff and specific marketing actions
- Action matrix with effort/impact quadrants and deadlines
- 90-day KPIs with 30/60/90 day targets
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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