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    Industry blueprint

    Automobile & Automotive services

    AI agents and copilots for automakers, dealerships, and service networks that convert more leads, keep workshops full, and make factories and fleets smarter.

    01

    Dealership Sales & Lead Agents

    Qualify website, WhatsApp, and marketplace leads instantly and book test drives with the right sales executive.

    • Qualify website, WhatsApp, and marketplace leads instantly and book test drives with the right sales executive.
    • Recommend models, variants, finance, and exchange offers based on each buyer's budget and usage.
    • Follow up automatically on quotes, bookings, and pending documents across WhatsApp and voice.
    • Keep CRM and DMS records updated with every enquiry, test drive, and booking.
    02

    Service Center & After-Sales Copilots

    Send AI service reminders based on mileage, time, and warranty schedules.

    • Send AI service reminders based on mileage, time, and warranty schedules.
    • Book service slots, share estimates, and update customers on job status automatically.
    • Guide technicians with repair histories, service manuals, and diagnostic suggestions.
    • Forecast workshop parts demand so common repairs never wait on stock.
    03

    Smart Manufacturing & Quality AI

    Spot paint, weld, and assembly defects on the line with camera-based AI inspection.

    • Spot paint, weld, and assembly defects on the line with camera-based AI inspection.
    • Predict equipment downtime from machine and sensor data before production stops.
    • Track supplier quality, delivery performance, and part traceability across every tier.
    • Summarize shift output, OEE, and quality issues for plant leadership.
    04

    Connected Vehicle, Fleet & EV Intelligence

    Turn vehicle telematics into maintenance alerts and driver-behavior insights.

    • Turn vehicle telematics into maintenance alerts and driver-behavior insights.
    • Optimize fleet routes, utilization, and fuel or charging costs.
    • Forecast EV charging demand and monitor charger health across locations.
    • Analyze warranty claims and field data to catch recurring issues early.

    Next step

    Spin up a pilot in this industry

    We pair discovery sprints with architecture assets so you can validate impact, plug guardrails into your stack, and brief stakeholders fast.