What is Activity Sensing in Logistics? | Intugine Glossary

What is Activity Sensing in Logistics?

Activity sensing is a technology method used to detect real-time physical activity around a vehicle — specifically whether a truck is actively unloading cargo or simply parked idle.

In cement logistics, activity sensing is the difference between knowing a truck arrived at a dealer point and knowing it actually unloaded. GPS can tell you a truck parked near a dealer. Activity sensing tells you whether cement bags were actually offloaded.

How Activity Sensing Works

Intugine's activity sensing layer is powered by sensor data processed through Intugine's proprietary algorithm and AI vision capability. The system captures and analyses:

Unloading event detection — identifies the physical signatures of active unloading (crane operation, manual offloading, tipper tilt) using Intugine's proprietary AI vision engine

Engine state analysis — distinguishes a truck waiting in queue from one actively being unloaded

Duration analysis — measures how long the activity event lasted to estimate quantity unloaded

Geo-context matching — cross-references activity signals with the expected dealer location

This data is then passed to a Confidence Score Engine that classifies each delivery as: Full Unload, Partial Unload, Suspicious Halt, or Back Unload.

Why Activity Sensing Matters in Cement Logistics

Cement companies lose 5–12% of distribution revenue annually to grey market diversion — trucks that divert to unauthorized channels before or instead of reaching the intended dealer.

Basic GPS tracking cannot detect this. A truck can stop 500 metres from a dealer, offload into an unauthorized intermediary, then drive to the dealer to complete a fake delivery. GPS shows the truck visited the right location. Activity sensing exposes the deception.

Activity Sensing vs Geofencing

| Capability | Basic Geofencing | Activity Sensing | |---|---|---| | Detects truck arrival | ✅ | ✅ | | Confirms actual unloading | ❌ | ✅ | | Detects partial drops | ❌ | ✅ | | Detects suspicious halts | ❌ | ✅ | | Fraud-resistant | ❌ | ✅ |

Who Uses Activity Sensing?

Activity sensing is primarily used by large-format cement manufacturers operating primary and secondary distribution at scale — companies managing hundreds of daily truck movements across dealer networks.

Intugine's 4-layer unloading intelligence (GPS + SIM + Activity Sensing + OCR Confidence Score) is purpose-built for this use case.

Want to see it in action? Book a demo with Intugine's cement logistics team.