Active Fleet
4 Vehicles
Tata Ace, Dost, Bolero, Eicher
Consignments Planned
12 Orders
0 Hard Window Violations
Route Mileage
165.5 km
OR-Tools VRP Optimized
Learned ETA Tuning
-75.0% Error
4 Pincodes Buffered
Dispatcher Co-Pilot & Multi-Modal Intake
Gemini Multimodal
Drop Invoice, e-Way Bill, or Label Photo / PDF here
Supports PDF, PNG, JPG. Extracts GSTIN, weights, delivery windows, addresses.
Quick Test Sample Documents:
"Break Something" Failure Injection
Self-Healing Demo
Vehicle Breakdown
Simulates Tata Ace radiator leak on GST Road. Recovery agent reassigns pending stops to backup vehicle.
Traffic Congestion
+35 min delay at Kathipara Junction. Monitor detects ETA drift; Recovery diverts via Inner Ring Road.
Locked Gate / Unreachable
Consignee locked at Anna Nagar. Recovery reschedules stop to end of loop and triggers WhatsApp link.
Monsoon Rain Alert
Open-Meteo flood risk in Velachery. Adjusts speed factor to 1.4x and reprioritizes dry cargo.
Active Route Schedules & Stop Sequences (OR-Tools VRP)
Automated Stop Allocation
Driver POD Simulator (Gemini Vision)
Photo Verification
Feedback Loop: ETA Improvement Engine
Self-Correcting
Pre-Tuning Error (MAE)
24.8 min
P90 Variance: 42.0 min
Post-Tuning Error (MAE)
6.2 min
P90 Variance: 11.5 min
Learned Postal Buffers (eta_buffer_min)
-75.0% Error Drop
| Chennai Zone | Pincode | Learned Buffer | Reason Tag |
|---|---|---|---|
| T. Nagar Commercial | 600017 | +12 min | Peak retail market congestion |
| Velachery Bypass | 600042 | +18 min | Monsoon drainage slow zone |
| Ambattur Industrial | 600058 | +8 min | Heavy freight checkpost entry |
| Adyar Residential | 600020 | +5 min | Standard arterial transit |
Live Autonomous Multi-Agent Event Log