Predictive Car Care Agent

For small fleet operators with 5 to 20 vans and remote workers who drive older cars, turn live vehicle data, service history and local parts inventory into scheduled maintenance bookings, part orders and a digital maintenance log. Address the recurring problem: car maintenance hits you with surprise bills and wasted mornings. The value hypothesis is a more predictable, hands-off upkeep cycle with fewer breakdowns; the pilot must establish whether that benefit is real.

Connect vehicle, read live data, analyse fault codes and history, flag predicted issues, send plain-text alert, book slot and order parts, then file receipt and update log. Start with live vehicle data, service history and local parts inventory and finish with scheduled maintenance bookings, part orders and a digital maintenance log.

How the AI works

Use language models to interpret alerts and generate plain-text messages, and predictive models to estimate part wear and failure windows. A human operator reviews all bookings and part orders before they are sent. Confirm diagnosis with deterministic thresholds and manual spot checks.

Safeguards

Limits on spend per vehicle, approval required for any booking over a set amount, no automatic part ordering without user consent, and a hard stop on driving alerts that could indicate immediate safety risk. It must not book emergency repairs or order parts without explicit approval.

What to build first

One car brand, one city, two trusted garages. First two modules: OBD-II code monitoring and calendar booking. Manual review of every alert and order before sending.

What it can connect to

OBD-II adapters, manufacturer APIs, Calendly, Stripe, email and SMS gateways, and parts supplier catalogues.

The screens in detail

Use a vehicle dashboard showing fault codes and predicted issues, a booking calendar with confirmed slots and a parts order list with supplier status. Let users approve or cancel actions with one tap. Display alerts as plain sentences with a 'book' or 'ignore' button. Provide a history view of past repairs and invoices. In this product, the first view is vehicle dashboard, followed by booking calendar and parts order list.