RailBlock AI
OFFLINE / SIMULATION
Analytics & Operational Intelligence
Real-time operational KPIs from backend pipeline — OR-Tools optimization, MDPS scoring, and constraint-validated blocks
Asset Availability
94%
+1.2% vs last period
Maintenance Completion
20%
+2.4% vs last period
Block Utilization
78%
+3.1% vs last period
Block Wastage
9%
-1.6% vs last period
Integrated Block %
34%
+5% vs last period
Avg Unused Block Time
14 min
-3% vs last period
Deferred Tasks
4952
-6.2% vs last period
Overdue Tasks
19612
-2.1% vs last period
Train Impact
6%
-1.1% vs last period
Planning Accuracy
91%
+1.8% vs last period
Block Utilization Trend
Maintenance Completion Trend
Deferred Tasks Trend
Department Workload
Train Delay Impact (min)
Integrated Block % Trend
AI Recommendation Acceptance %
Traditional Planning vs RailBlock AI Simulation
Simulation / Synthetic Data| Metric | Traditional Planning | RailBlock AI | Change |
|---|---|---|---|
| Block Utilization | 58% | 78% | +20% |
| Integrated Blocks | 11% | 34% | +23% |
| Unused Block Time | 41 min | 14 min | -27 min |
| Deferred Tasks | 940 | 512 | -428 |
| Train Impact | 17% | 6% | -11% |
| Planning Time | 210 min | 46 min | -164 min |