Working product evidence

TruckExpoAI Product

A working Android MVP built for European truck drivers: truck-aware routing, traffic, parking, driving-time planning and an AI co-driver in one cab interface.

TruckExpoAI live truck navigation interface
Product
Working Android MVP
Infrastructure
Production Flask backend
Testing
Private road testing
Real Android recordings

No mockups. The app running on a phone.

These short captures show the actual interface used during development and field testing. They are intentionally unpolished product evidence, not rendered concept videos.

Truck route planning

Destination search, route calculation and alternatives inside the Android app.

Live navigation and HOS

Turn guidance, speed, traffic context and driving-time information on the map.

Truck parking sources

Parking discovery, selection and routing through the in-cab workflow.

Capability map

What works today

The MVP combines commercial map data, a truck profile and AI actions. Production claims are deliberately separated from features that still require physical validation.

Implemented

HGV routes and alternatives

Routes use vehicle dimensions and preferences, with traffic-aware alternatives and turn guidance.

Implemented

Parking and fuel along route

Truck parking and fuel POIs can be discovered, compared, selected and used as destinations or stops.

Implemented

Gemini co-driver

Natural-language requests can trigger structured map actions while retaining a deterministic routing layer.

Implemented

EU driving-time planning

Regulation 561/2006 planning surfaces 4.5-hour driving windows, rest points and parking-before-break workflows.

Implemented

Road intelligence

Traffic, speed cameras, incidents, user reports and selected truck restrictions are combined as map context.

Physical validation

Live tachograph decoding

BLE connection and packet capture exist. Reliable live SE5000/VDO HOS decoding still requires protocol validation on physical tachograph hardware.

System architecture

Built as an operating product

TruckExpoAI is not a prompt wrapper. It joins device location, route data, driver-time logic, AI tool calls and a production backend.

React NativeAndroid cab application
MapboxMap rendering and interaction
TomTomTruck routing and road data
GeminiMultilingual co-driver and actions
Flask + PostgresRailway API, Redis cache and shared data