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    01Case Study: Automotive Service

    "My car makes a noise" can't be priced over chat. A diagnostic comes first, always.

    An auto shop books fixed-price services like an oil change instantly, but a repair genuinely needs a mechanic's eyes on the car first. Here's exactly what happens when a customer messages on WhatsApp.

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    02Routine Service

    Booking an oil change

    1. 01

      Customer asks for a service

      "Need an oil change, this week if possible."

    2. 02

      AI quotes and books instantly

      150 AED, a real slot with an available technician.

    3. 03

      Confirmed with a reminder

      Booking confirmed instantly; a reminder lands the day before.

    03Repair

    A repair, diagnosed first, priced honestly

    The AI never guesses what's wrong with a car. It books the diagnostic and gives a starting estimate only.

    1. 01

      Customer describes a problem

      "My car makes a grinding noise when braking."

    2. 02

      AI gives a starting estimate, books the diagnostic

      "Repairs start around 300 AED, the technician confirms the exact issue and price after inspecting it."

    3. 03

      Final price confirmed in person

      No surprise bill. The real price and any parts needed are confirmed face to face.

    04What Makes This Possible

    Never a guessed repair price

    Estimate-only pricing

    Repairs are flagged as needing a diagnostic first. The AI only ever gives a starting estimate.

    A job checklist per repair

    Vehicle ID verified, diagnostic done, parts logged, test drive, customer sign-off, a real checklist, every time.

    Quotes for bigger jobs

    A major repair can go through a proper itemized quote instead of a guessed number.

    See the full feature set

    This case study covers one journey. The Mobility & Automotive solution page covers everything the platform offers this sector.

    View the Mobility & Automotive solution
    05See It For Your Business

    This works the same way for your business type

    Automotive service is one example. The same building blocks adapt to logistics, vehicle rental, and more.

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