VENDOR_AUTOMATION — Cross-client decision patterns
Generated 2026-05-20 from /activities log (last 60d), top-30 accounts per client.
Client Alpha
- Activities decoded: 11,360
- Budget changes: 135 (scale-up: 131, scale-down: 4)
- Status flips: 3,975
- Bid changes: 1,130
- High-lift events (>50%): 0
- Apps:
- 791585436721320: 5,672 events
- Meta-System: 2,014 events
- 119211728144504: 3,674 events
Client Beta
- Activities decoded: 10,000
- Budget changes: 84 (scale-up: 68, scale-down: 16)
- Status flips: 5,574
- Bid changes: 315
- High-lift events (>50%): 0
- Apps:
- VendorDashboard: 329 events
- Meta-System: 1,826 events
- AutoBot-Main: 3,690 events
- AutoBot-Secondary: 4,138 events
- 119211728144504: 17 events