Phase 4.1 inserted: AI spare parts deep identification (internet search enhancement)

.planning/ROADMAP.md

@@ -26,6 +26,31 @@
 
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+## Phase 4.1: AI Prompt Enhancement — Spare Parts Deep Identification (INSERTED)
+
+**Goal**: Enhance AI extraction to identify spare parts and search internet for detailed specs.
+
+**Scope**:
+- [ ] Update AI prompt to distinguish consumables (cords, connectors) from spare parts (disk, SSD, NVME, RAM, PCIe cards)
+- [ ] When Part Number detected on spare part, trigger internet search for detailed info
+- [ ] Extract from search results: product type, specifications, characteristics, function
+- [ ] Map extracted data to Item fields (category refinement, type clarification, notes/specs)
+- [ ] Validate with field users (Phase 4 deployments)
+
+**Milestones**:
+- Week 1: Update AI prompt (Gemini + Claude versions)
+- Week 2: Implement internet search integration (via Google Custom Search or similar)
+- Week 3: Test with real spare parts + field feedback
+- Week 4: Refine based on accuracy/relevance feedback
+
+**Success Criteria**:
+- [ ] Spare parts correctly classified (consumable vs. component)
+- [ ] Internet search finds relevant product data 90%+ of the time
+- [ ] Extracted specs are accurate (validated by field users)
+- [ ] No false positives on consumables (don't search for "UTP cord")
+
+---
+
 ## Phase 5: Core V2 Features (2 months)
 
 **Goal**: Implement must-have v2 features based on field feedback.

.planning/STATE.md

@@ -74,6 +74,7 @@
 | 2026-04-22 | Reset planning to phases 4-7 | Lost focus on v2 direction; field feedback needed | Active |
 | 2026-04-22 | Phase 4: Field validation first | Gather real user needs before building v2 features | Planned |
 | 2026-04-22 | Defer cropping, analytics, federation | Not needed for v2; revisit in v3 | Out of scope |
+| 2026-04-22 | Insert Phase 4.1: AI spare parts deep ID | Enhance AI to search internet for part specs when PN detected | Inserted (Urgent) |
 
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