OPTIMIZE / ROAD
Road Freight Intelligence
India's largest logistics mode — trucks, fleets, corridors, first-mile to last-mile. Every KPI traces to a model, every recommendation to an agent.
AI Models Used on this page
Every insight on this page is traceable to a model and an agent. No black-box AI.
| Model | Purpose | Conf | Last refresh | Status | Explain |
|---|---|---|---|---|---|
| ETA Prediction Model v4.3.0 · Road Freight | Truck-level ETA with traffic, weather, driver-hours. | 0.91 | 2026-05-27 | production | Why |
| Fleet Utilization Forecast v2.6.0 · Road Freight | Per-class fleet utilization next 7-30 days. | 0.87 | 2026-05-24 | production | Why |
| Route Risk Model v2.1.0 · Road Freight | Route-level risk scoring (incident, theft, weather). | 0.84 | 2026-05-19 | production | Why |
| Empty Mile Prediction v3.0.0 · Road Freight | Predict empty-leg probability + backhaul matching. | 0.86 | 2026-05-22 | production | Why |
| Congestion Prediction (Road) v3.4.0 · Congestion | Toll-plaza, ghat, urban-merge congestion forecast. | 0.88 | 2026-05-25 | production | Why |
| Fuel Optimization Model v2.2.0 · Road Freight | Per-trip fuel optimization (speed/route/driver). | 0.89 | 2026-05-23 | production | Why |
| Carbon Emission Model v1.8.0 · Sustainability | gCO₂ / tonne-km per trip; portfolio rollups. | 0.92 | 2026-05-26 | production | Why |
| Freight Economic Impact v2.0.0 · Economic | ₹ Cr / yr impact from fleet & corridor decisions. | 0.87 | 2026-05-24 | production | Why |
Road freight · executive dashboard
Every card is clickable and drills into the analytics surface that owns the metric.
National Road Freight Twin
Live trucks, trailers, containers, hubs, industrial clusters, toll corridors and distribution networks.
National Road Freight Twin · Live
15 of 142,840 vehicles · 5 corridors
Selected corridor
NH-48 · Golden Quadrilateral · Delhi-Mumbai-Chennai
Loads/d
18,420
Transit
38.6h
Reliab.
88%
Cong.
62%
Util.
82%
Empty
21%
All road corridors
Live fleet snapshot
moving
8
delayed
2
deviated
2
idle
1
loading
1
unloading
1
Freight flow · Origin → Hub → DC → Destination
Freight Flow Sankey · Origin → Hub → DC → Destination
loads / day
Corridor heatmap & GPS replay
Corridor congestion heatmap · 24h
% congestion
Route replay · NH-48 · Golden Quadrilateral · Delhi-Mumbai-Chennai
t = 45%
Delay clusters & vehicle utilization
Delay cluster explorer
6 clusters · 720 events
Vehicle utilization explorer · by class
util % · trips · empty %
Active alerts
Agentic insights
Related surfaces
Continue your investigation in adjacent modules.
Ports Intelligence
Berth, yard, and gate performance.
Warehouse Intelligence
Throughput, dwell, and slotting.
Corridor Intelligence
Multimodal corridor cost and time.
Rail Freight
Rakes, wagons, DFCs, ICDs, terminals, freight corridors.
Air Cargo
Airports, ULDs, cold chain, customs, gateway intelligence.
Asset Intelligence
Fleet, container, and equipment yield.