AI-generated report summaries

[robert197]

Description

Auto-generate 2-3 sentence summaries from checklist results and inspector notes using LLM.

Requirements

• Generate summary after inspection completion (background task)
• Summary appears at top of inspection report
• Based on: checklist results, flagged items, severity levels, inspector notes
• German language output
• Fallback: no summary shown if generation fails (non-blocking)

Evaluation

• Compare AI summaries with inspector-written summaries on 50 past inspections
• Target: ≥90% of owners rate AI summary as "equally or more useful"

Acceptance Criteria

• Summary auto-generated for each inspection
• German language, professional tone
• Accurately reflects inspection findings
• Graceful fallback on failure