# Phase 2: Recommendations — Complete

**Agent:** Recommendation Engine  
**Timestamp:** 2025-02-14T18:01:42Z  
**Input:** `01-source-analysis.md`

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## Categorization Results

| Category | Count | Confidence |
|----------|-------|------------|
| Auto-categorized (direct map) | 612 | 95% |
| Mapped with transformation | 142 | 75–90% |
| **Edge cases — human review** | **3** | Below threshold |

### Automation Paths
- **89%** of workflow has proposed automation (field transforms, enum mappings, PK generation)
- **11%** requires human decision or custom logic

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## Edge Case: Item #447

**Context:** `line_items` (Schema A) — nested JSON structure with variable schema by product type. No direct equivalent in Schema B's typed `items` array.

**Dependencies:** Referenced in 3 workflow paths (order creation, returns, reporting)  
**Impact:** Blocks automated mapping for ~8% of records

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### ⏸ HUMAN CHECKPOINT REQUIRED

**How should this edge case be handled?**

| Option | Description |
|--------|-------------|
| **Create Custom Path** | Define a new category and routing rule for this item type |
| **Merge Into Existing** | Map to the closest match with manual override flag |
| **Escalate for Review** | Flag for stakeholder input before proceeding |

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*Awaiting human decision to proceed to Risk & Compliance phase.*