Coal Supply Chain Risk Management India — Corridor Intelligence & Transporter Scoring

Coal supply chain risk in India is not random. It follows predictable patterns — specific corridors, specific transporter networks, specific hotspot locations. The challenge is converting these patterns into actionable intelligence before losses occur.

The Three Dimensions of Coal Supply Chain Risk

Corridor Risk

Every coal supply corridor has a distinct risk fingerprint — based on proximity to informal coal markets, road network structure, local law enforcement density, and historical pilferage event data.

High-risk corridors in India:

Jharkhand coalfields → Rajasthan/Gujarat plants: 1,000–1,500 km routes passing through established coal trading areas near Singrauli and Satna

Odisha mines → Maharashtra industrial plants: Long-haul routes with multiple unmonitored rest stop clusters

Chhattisgarh collieries → nearby power/steel plants: Short-haul, high-frequency corridors where volume makes surveillance impossible without automation

Port corridors (Paradip, Mundra) → inland plants: Dense industrial zones near ports with active informal fuel buyers

Intugine maps corridor risk using historical event data from active deployments — creating a risk heat map that is updated monthly as new events are recorded.

Transporter Risk

Not all transporters carry the same risk. Historical performance data across activity sensing alerts, red-zone halt frequency, phone-off incidents, and confirmed pilferage events creates a transporter risk tier:

Tier 1 (Trusted): Low historical risk score, no confirmed pilferage events. Standard monitoring.

Tier 2 (Watch): Moderate risk, occasional suspicious patterns. Enhanced monitoring — activity sensing mandatory every trip.

Tier 3 (High Risk): Confirmed incidents or persistent risk patterns. Every trip reviewed by control tower analyst. Penalty recovery initiated for confirmed events.

Blacklist: Confirmed multiple incidents or FIR-level events. Zero trip allocation until cleared.

Trip Risk

Even trusted transporters can have high-risk trips. The 9-parameter trip risk score covers activity sensing alerts, blacklisted truck/driver, red-zone halt, market fleet flag, route deviation, phone-off, high halt duration, delay, and halt count — issued before the vehicle arrives at the plant gate.

Building a Coal Risk Intelligence Programme

Month 1–2: Baseline — all trips scored, corridor risk zones mapped, transporter tier assessment begins.

Month 3–4: Pattern intelligence — repeat risk behaviours identified per transporter, corridor calibration refined, first monthly risk reports issued.

Month 5–6: Predictive risk — known high-risk driver/route combinations flagged proactively. Transporter contract decisions backed by 6 months of performance data.

Month 6+: Sustained deterrence — pilferage rate 60–80% below baseline as corridor intelligence matures and driver awareness of sensor monitoring is established.