The fleet apps behind 2,000+ dealerships, with computer vision doing the inspection.

Dealerware runs dealership fleets, from courtesy cars to full rental programs, on one platform with one mobile app, for around 2,000 dealerships. Every hand-over on the service drive starts with the same check: which car it is, and what condition it is in.

That the inspection and the paperwork at a hand-over can be done by the phone's camera, inside the app the staff already use.

The work lives in two Flutter apps, one on the dealership floor and one for drivers, so every improvement ships to iOS and Android at once, with Shorebird pushing code updates over the air between store releases.

1. 01

   Damage inspection

   inspect(photos) → damage

   Improved the computer-vision processing that finds vehicle damage in photos, so an inspection is captured as structured data.

2. 02

   VIN & vehicle data

   scan(vin) → vehicle

   The car's identity and details read with the camera and captured as structured vehicle data.

3. 03

   Workflow automation

   llm.process(task)

   LLM-powered processing for the operational work around each hand-over.

4. 04

   Reliability

   test · log · ship

   MVVM and clean architecture, GraphQL evolved with the Rails API team, and tests, error handling, Crashlytics, and in-app telemetry, with accessibility and localization throughout.