Metrici — Smart Auto Service Applications
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Metrici · Auto Service Applications

Smart Auto Service.
Powered by
AI Vision.

Integrating License Plate Recognition, Line Counters, Area Counters, Vehicle Classification, QR Code Readers, and custom DNN training — to revolutionize auto service and automotive operations.

Auto Service · Live Feed Monitoring
0
Vehicles Today
0
Bays Active
0
In Queue
0
Avg Wait (min)
B 44 XKR — Service bay 3
LPR · Owner: Regular · Oil change booked
99.2%
ASSIGNED
CJ 21 ABC — Pickup ready
LED Display · Bay 1 · Service completed
98.7%
READY
📸
QR-INV-8842 — Parts verified
QR Reader · Brake kit · Match confirmed
99.8%
VERIFIED
From the moment a vehicle arrives to the second it leaves — every interaction tracked, every process automated.

Metrici brings the same AI vision technology used in smart cities and industrial production lines to the auto service industry. No manual check-ins. No lost paperwork. No waiting in the dark.

The Workflow

From Arrival to Departure — Fully Automated

Five steps. Zero manual intervention. Every vehicle recognized, tracked and serviced — in real time.

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1

Vehicle Arrives

LPR reads the license plate the moment the vehicle enters the service area — no key fob, no app needed.

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2

Identity Recognized

The system checks the plate against the customer database. Service history, reservations and preferences load instantly.

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3

Bay Assigned

Vehicle classification determines the right service bay. LED display greets the customer with their name and status.

4

Service Executed

QR codes verify parts. Area counters track bay occupancy. Defect detection ensures quality on every job.

Integrated Engines

Five AI Engines. One Unified System.

Each engine handles a specific task. Together, they create a complete auto service management platform.

📸

License Plate Recognition

Automated Entry & Exit

  • Identifies vehicles as they enter and exit the service center
  • Instantly retrieves vehicle history, service records and warranty info from customer database
  • Grants access based on reservation status or prior programming

Fleet Management

  • Tracks fleet movement in production or logistics areas
  • Ensures only authorized vehicles enter sensitive zones
─️

Line Counter

Monitoring Service Queue

  • Counts vehicles entering or exiting service bays in real time
  • Monitors queue and calculates service turnaround times

Production Tracking

  • Tracks vehicles crossing checkpoints on assembly lines
  • Ensures production stages are completed as scheduled

Logistics Flow

  • Counts trucks moving in and out of loading docks
  • Optimizes logistics management and dock scheduling

Area Counter

Crowd Management

  • Tracks the number of customers in waiting areas
  • Ensures comfort and avoids overcrowding

Vehicle Distribution

  • Monitors how many vehicles are in service bays, finished goods areas or parking lots
  • Enables better space utilization and bay planning

Safety Compliance

  • Ensures restricted zones are free of unauthorized personnel
  • Alerts when heavy machinery zones are breached
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Vehicle Classification

Service Prioritization

  • Automatically classifies vehicles (small car, SUV, truck, etc.)
  • Allocates appropriate service bays and determines pricing based on vehicle type

Work Course

  • Retrieves customer details and assigns service bays automatically
  • Triggers LED display to welcome the customer or show service status

Weight Compliance

  • Ensures heavy vehicles comply with weight or size restrictions
  • Integrates with Metrici Weighing Module for load verification
📲

QR Code Reader

Inventory Management

  • Tracks auto parts, tools and finished vehicles via QR codes
  • Video analytics software scans codes from moving or stationary items

Service Verification

  • Links QR codes to the vehicle being serviced
  • Ensures accuracy in billing and parts allocation

Customer Self-Service

  • Shows customers real-time updates on their vehicle status
  • QR codes provide access to manuals, invoices and service history
🔗

Management Software Integration

Defect Detection

  • Custom-trained DNN models identify defects on vehicle parts (scratches, dents, misaligned components)
  • Works during production or service operations

Centralized Data Management

  • Integrates video analytics with ERP systems for streamlined reporting and workflow tracking

Real-Time Alerts

  • Sends alerts when anomalies are detected (unauthorized vehicles, prolonged idle times, safety breaches)
  • Notifies customers via SMS, app or LED Displays when status changes “Service Completed”
Applications

Use Cases in Auto Service & Automotive

Real-world scenarios where Metrici AI transforms everyday operations into intelligent, automated workflows.

🧑 · Customer Experience

Seamless Arrival

Customers arriving at the service center are automatically recognized via LPR. Their service history is retrieved and they are directed to available bays without any interaction.

Personalized Welcome

LED displays greet returning customers by name with their service status. QR codes give them access to real-time updates on their vehicle's progress.

Transparent Communication

Customers receive SMS or app notifications when their vehicle is ready. QR codes on invoices link to full service history and maintenance manuals.

Waiting Area Comfort

Area counters monitor customer density in waiting zones. Staff are alerted when capacity thresholds are reached, ensuring a comfortable experience.

🔧 · Operations & Production

Service Bay Optimization

Vehicle classification assigns the right bay to each vehicle type. Area counters track real-time bay occupancy to maximize throughput.

Production Line Monitoring

Video analytics monitor vehicle components on assembly lines for defects. Area counters track vehicle movement between production stages.

Parts Verification

QR codes on auto parts are scanned and matched to the vehicle being serviced. Ensures correct parts are used and billing is accurate.

Queue Management

Line counters track vehicles entering and leaving service bays. Turnaround times are calculated and bottlenecks identified in real time.

🚛 · Logistics & Storage

Fleet Movement

LPR and vehicle classification optimize the movement of finished vehicles. Accurate inventory counts and shipment tracking are maintained automatically.

Parking Lot Management

Parking Place Detectors identify available spots in real-time and direct customers or employees via LED signage. LPR manages reserved spaces.

Loading Dock Optimization

Line counters track trucks entering and leaving docks. Vehicle classification ensures the right dock is assigned to each vehicle type.

Inventory Tracking

QR codes on parts and tools are scanned throughout the facility. Full audit trail of every item's location and movement is maintained.

🛡️ · Safety & Compliance

Restricted Zone Protection

Area counters ensure restricted zones (heavy machinery, chemical storage) are free of unauthorized personnel at all times.

Weight Compliance

Heavy vehicles are checked against weight and size restrictions at loading docks and manufacturing plants. Integrates with Weighing Module.

Defect Detection

Custom-trained DNN models identify scratches, dents or misaligned components during production or service. Alerts are triggered instantly.

Anomaly Alerts

Real-time alerts for unauthorized vehicles, prolonged idle times, safety breaches and unusual patterns. Management is notified instantly.

Why Metrici for Auto Service

Built for the Automotive Industry

Every feature is designed to make auto service operations faster, smarter and more profitable.

Increased Efficiency

Automate repetitive tasks — check-ins, bay assignments, parts verification — and let your team focus on what matters: servicing vehicles.

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Enhanced Customer Experience

Seamless service from arrival to departure. Personalized greetings, real-time updates and transparent communication build loyalty.

🛡️

Safety & Compliance

Monitor restricted zones, enforce weight limits and detect defects automatically. Reduce risk and stay compliant without extra staff.

📊

Real-Time Insights

Live dashboards show bay occupancy, queue lengths, turnaround times and customer flow. Make better decisions with real data.

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Works With Existing Cameras

No new hardware required. Metrici runs on your current IP camera infrastructure via Axis, Bosch, Hikvision, Uniview and more.

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Integrates With Everything

Connects to your ERP, management software, LED displays, SMS platforms and any third-party system via HTTP POST.

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Full Audit Trail

Every detection, scan and event is logged with timestamp and photo. Complete traceability for billing, compliance and quality control.

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Custom AI Training

Train the system to recognize your specific vehicle types, parts, defects or processes. The AI adapts to your unique operations.

Get Started

Transform Your Auto Business with AI.

See how Metrici's integrated engines can automate your entire service workflow — from vehicle arrival to departure. Book a live demo on your actual cameras.