Intelligence Layer 02

Routing Intelligence

Traffic-weighted routing built from your own fleet's telemetry. Every vehicle is already a traffic sensor — this module turns that data into routes your fleet can actually trust.

Fleet-Derived Traffic Model
No Hardware Required
OSM + Itinero Routing Engine
Add-On Modular Licensing
The Core Insight
Why fleet-derived routing is different from anything a general-purpose mapping provider can offer

Google Maps and HERE optimise for commuters and cities. They have no idea that your fleet runs the same distribution routes between the same hubs five days a week. TrikTraks learns from every trip your vehicles make and builds a traffic model for exactly the corridors that matter to your operation.

Every GPS position, speed reading, and heading your vehicles already report is sufficient to compute road-segment speeds, detect congestion patterns, and build travel-time models. No additional hardware is required. The data is already flowing through the system.

What General Providers Cannot Match
In last-mile and mid-mile logistics corridors — distribution hubs, industrial estates, port access roads — fleet data density is high and domain-specific accuracy exceeds what any general provider offers. This is where TrikTraks routing is differentiated.
Traffic-Weighted Routes
Routes where segment costs reflect observed fleet speeds — not posted speed limits. Congested corridors cost more; clear ones cost less.
Automatic Rerouting
Deviation detection triggers server-side recalculation. The driver receives a new route; the dispatcher sees the updated ETA.
Confidence-Scored ETAs
Arrival estimates backed by observed fleet speed data and a confidence score that reflects how much data supports the prediction.
Cross-Tenant Corridor Data
New tenants inherit anonymised speed baselines from routes already driven by other fleets in the same region. Accurate from day one.
Turn-by-Turn Navigation
Real Itinero A* routing on OpenStreetMap graph — not straight-line projections. Full maneuver instructions spoken by FleetPilot.
Routing Analytics
Planned vs. actual time comparison, corridor performance over time, and efficiency reporting across the fleet.
The Data Flywheel
The model improves as your fleet — and the network — grows
More vehicles
on the road
More segment
observations
Better traffic
model
More accurate
routes & ETAs
More value
for operators

Each new tenant in a corridor shortens the cold-start window for the next. The model is at its weakest for the first customer and strongest for the hundredth. This is the same flywheel Waze built — applied to fleet logistics corridors where general providers have no data.

Routing Intelligence is a Paid Add-On
Standard routing (turn-by-turn navigation via OSM) is included in the Operations plan. Routing Intelligence adds the traffic-weighted layer.
Standard Routing
Included in Operations plan
  • Turn-by-turn navigation
  • OpenStreetMap offline tiles
  • Itinero road-graph routing
  • Basic ETA estimation
  • FleetPilot driver app integration
Routing Intelligence
Add-on — contact sales for pricing
  • Everything in Standard Routing
  • Traffic-weighted route costs
  • Automatic rerouting on deviation
  • Confidence-scored ETAs
  • Cross-tenant corridor baseline
  • Routing analytics dashboard
Routing Intelligence + Data Discount
Reduced price with data-sharing agreement
  • All Routing Intelligence capabilities
  • Anonymised segment speeds contribute to shared corpus
  • 25–30% discount on subscription price
  • Governed by a data processing agreement
  • Opt out at any renewal — price reverts

Data sharing is never required to access Routing Intelligence. Tenants who prefer not to share data pay the standard add-on price and receive the full feature set. The data-sharing discount exists to accelerate the growth of the shared corridor corpus — operators who contribute are rewarded, not operators who protect their data punished. See the Licensing page for full terms.

Ready to Route with Intelligence?

See how fleet-derived routing performs on your corridors. Talk to us about a pilot.

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