Feedback Hub
Flywheel — Turn errors into knowledge. Every validation strengthens the Trade Graph.
Workflow Flywheel Console
Feedback Loop Completion75%
1,150 actions incorporated into training pipeline
Classify Agent: 580Landed Cost Agent: 320Workflow Agent: 250
AI Performance Insight
| Path | Feedback | Score | Trend |
|---|---|---|---|
| GRI Rule Match | 👍 98.5% | 9.4/10 | ↑ 0.3% |
| ECCN Classification | 👍 97.2% | 9.1/10 | ↑ 0.5% |
| Reasoning Path | 👍 96.1% | 8.8/10 | Stable |
| Landed Cost | 👎 91.2% | 7.8/10 | ↓ 2.1% |
Consistency Health
✓
Graph Consistency
All nodes consistent · 0 conflicts
✓
Reasoning Model Integrity
No drift detected · All paths valid
1,150
Thumbs Up
23
Thumbs Down
User Feedback Log
| User | Action | Agent |
|---|---|---|
| broker@gtc | 👍 Accurate | HS Classify |
| ops@acme | 👎 Wrong HS | HS Classify |
| admin@flex | 👍 Accurate | Sanctions |
| ops@acme | 👍 Accurate | Landed Cost |
Reasoning Path Review
| Issue | Priority | Action |
|---|---|---|
| MLCC → Ch.85 mismatch | High | |
| Al forging → low conf | Med | |
| AD rate stale | Med |
Weekly Thumbs-Up Trends
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Weekly trend: ↑ 18.4%1,173 total this week
Infrastructure Documentation