Regardless of where your current technology stack sits on that spectrum, the answer is not to replace it. The answer is to extend it — by adding a modular activity sensing layer that understands what your vehicles are doing, not just where they are.
This is the core design philosophy behind Intugine's activity sensing module: it is intentionally modular, intentionally API-first, and intentionally compatible with the full range of systems your operation might be running. It plugs in. It doesn't replace.
What Track & Trace Gives You (And What It Doesn't)
Standard track and trace — whether basic GPS or a sophisticated telematics platform — reliably answers three questions:
For cement, coal, aggregate, and other bulk material operations, these three answers are necessary but not sufficient. The questions that drive actual operational decisions require a fourth capability:
Without activity classification, your track and trace system can tell you a truck was at a plant for 2 hours and 15 minutes. It cannot tell you whether it spent that time loading, waiting in queue, or parked idle. It cannot tell you whether cement was discharged at the destination or diverted en route. It cannot tell you whether a stop on the return leg was a routine fuel break or an unauthorized discharge event.
Activity sensing adds this fourth capability. It reads the behavioral signals from your existing telematics — accelerometer data, PTO engagement, engine state, vibration patterns — and applies a trained AI classification model to determine what the vehicle is actually doing at any point in time.
The Activity Types That Matter for Bulk Industries
For cement, coal, aggregates, fly ash, and related bulk materials, the operationally relevant activity types are:
How the Modular Integration Works
The modular design means activity sensing connects to your existing systems at the data level, not at the hardware level. There are three integration points, and you only need to configure the ones relevant to your operation:
Integration Point 1: Telematics Data Ingestion (Required)
The activity sensing engine connects to your existing telematics or GPS data source. This is the primary data feed:
Modern Telematics (API-Connected): Samsara, Geotab, Verizon Connect, Omnitracs, PeopleNet, and similar platforms all expose real-time data feeds via API. The activity sensing engine connects to your existing provider's API using your API credentials — no changes to your telematics configuration, no new hardware, no modifications to your existing dashboard or reports.
Legacy GPS (Batch Data): Older GPS units that don't support real-time API feeds can deliver data via FTP position file, CSV export, or email-based position reports. Activity sensing works with batch data, with the note that real-time alerting (e.g., unauthorized discharge alerts) requires real-time data; batch-fed systems support daily reconciliation use cases.
ELD Systems (North America): For North American fleets running FMCSA-compliant ELDs, ELD telemetry is an excellent data source for activity sensing. ELD data includes engine state, duty status, and vehicle motion data that supplements GPS position for activity classification.
Integration Point 2: Delivery Manifest / Dispatch Data (Recommended)
To enable authorized vs. unauthorized discharge detection, the activity sensing engine needs to know where deliveries are supposed to happen and in what sequence. This is connected via:
Integration Point 3: Downstream Event Delivery (Configurable)
Activity events are delivered to wherever your operation needs them:
Implementation for Different Technology Maturity Levels
Scenario A: Modern Stack (Cloud TMS + Real-Time Telematics)
If your operation runs a cloud-based TMS (McLeod, MercuryGate, Oracle TMS, SAP TM) and a modern telematics platform (Samsara, Geotab), the integration is fully API-driven:
Scenario B: Mixed Stack (Legacy TMS + Modern Telematics)
If your TMS is a legacy on-premise system but your GPS/telematics is modern:
Scenario C: Legacy Stack (Old TMS + Basic GPS)
If your operation runs an older dispatch system and basic GPS units:
Industries Supported
The activity sensing module is calibrated and deployed across bulk commodity verticals in North America:
Cement & Ready-Mix — Grey market prevention, delivery verification, back unloading detection, multi-stop partial discharge tracking
Coal (Mine to Plant) — Unauthorized discharge on long-haul routes, delivery verification at power plant yards, idle anomaly detection
Aggregates & Crushed Stone — Job site delivery verification, short-loading detection, quarry throughput analysis
Fly Ash & Industrial Byproducts — Batch delivery verification, unauthorized stop detection, plant loading analysis
Fertilizers & Potash — Seasonal delivery verification across distributed dealer networks, multi-stop reconciliation
Liquid Bulk (Chemicals, Fuels) — Pump/discharge event detection, unauthorized stop alerting, delivery confirmation without manual sign-off
The Business Case for Modular Extension
The alternative to a modular activity sensing layer is a full rip-and-replace of your track and trace infrastructure with a platform that includes activity sensing built in. The cost of this path:
The modular path:
For operations where the ROI of activity sensing (grey market prevention, delivery verification, driver accountability) justifies a 30–90 day payback period, the modular path is the obvious choice.
Talk to our team about adding activity sensing to your existing track and trace infrastructure.
Frequently Asked Questions
Talk to our team about adding activity sensing to your existing track and trace infrastructure
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