Signals Captured
11,340
+19% vs previous period
Dashboard
Executive snapshot of circulation, event collection volume, ranking, and model quality gains across your network.
Circulation
372,000
+18% in the last 30 days
Accuracy Ranking
#3
of 41 regional operations
Eval Gains
+12.4 pts
hallucination rate down 63%
Stringers in Network
438
active in 112 metros
Active Tasks
184
52 critical, 97 medium
Circulation Trend
Last six monthly closes across Labs distribution.
Data Streams
Sources currently feeding evaluation and routing decisions.
Dispatch Feeds
Verification Inputs
Local Sensor Sources
Community Tip Channels
Hallucination Rates
Before and after quality distribution from the same query suite.
Data ingestionHallucination rate
Spend & Savings
Estimated cost impact from reduced rework and faster verified output.
Total Spend$248,000content ops + verification operations
Estimated Cost Savings$83,40034% lower remediation and escalation spend
Accuracy Ranking Board
How Labs compares across top-performing regional desks.
| Rank | Desk | Accuracy | Circulation | Events Collected |
|---|---|---|---|---|
| 1 | Northeast Ops | 97.8% | 91.2K | 12.8K |
| 2 | West Metro Desk | 96.9% | 86.4K | 11.9K |
| 3 | GMC Labs Pilot | 96.1% | 82.9K | 11.3K |
| 4 | Great Lakes Unit | 95.4% | 77.1K | 10.4K |