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Custom AI Solutions

Custom AI Training (Any Industry. Any Scenario.)

Harness the full power of Metrici's AI video analytics platform for custom deployments beyond standard products.

If it can be seen, Metrici can be trained to detect, analyze, and act on it.

Custom DNN Training
10+ Industries
Real-time Detection & Alerts
Production · Safety · Compliance
On-premise Deployment
14+
Years of AI & LPR experience
10+
Industry verticals served
Object classes trainable per project
100%
Custom-built AI per deployment
About Custom AI

Custom DNN Training for Any Object

Metrici's AI platform goes beyond fixed product categories. Using custom DNN training, it can be taught to detect, count, and classify any object or behavior — then trigger actions, alerts, or data logging in real time.

Metrici's AI platform was built to go beyond fixed product categories. Using Deep Neural Network (DNN) technology, it can be trained from scratch for custom object detection, quality inspection, safety monitoring, and environmental analysis — then trigger actions, alerts, or data logging based on what it detects.

Every special project begins with a dedicated DNN training phase. Metrici learns your exact environment, your objects, your rules. Once trained, the system runs continuously — detecting, analyzing, and responding in real time with no operator required.

The applications below are real use cases from active Metrici deployments. They are a starting point, not a limit — and not all industries are represented.

Industry Applications

AI Deployments Across 10+ Industries

From manufacturing and logistics to healthcare and agriculture — real-world AI deployments solving unique industry challenges.

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Industry 01

Production & Manufacturing

What Metrici does
  • Inspects products on assembly lines for defects: cracks, misalignments, missing components
  • Tracks productivity rate and keeps photographic evidence of production activity
  • Monitors conveyor belts and storage areas, counts items and triggers alerts on discrepancies
  • Identifies bottlenecks and process inefficiencies from live video
Example

In a car manufacturing plant, cameras inspect each part for defects and verify quality standards before assembly — stopping the line automatically when an issue is found.

🎡
Industry 02

Amusement Parks

What Metrici does
  • Monitors restricted areas and detects unauthorized access or suspicious behavior
  • Counts people, detects queues and crowd density at attractions
  • Detects specific uniforms or safety gear to confirm only authorized staff enter restricted zones
  • Tracks ride occupancy in real time using Area Counter
Example

AI analyzes live feeds to detect crowding at popular rides, allowing park staff to redirect visitors and reduce wait times before queues become a safety issue.

🚗
Industry 03

Automotive Industry

What Metrici does
  • Uses AI object recognition on production lines to detect and count correct products
  • Commands robotic arms based on detection results — correct part, correct position
  • Inspects vehicles for damage or defects during production and after final assembly
Example

An automotive assembly line uses Metrici to inspect seat molds for correct magnet and wire placement — if anything is missing, an alert stops production before defective parts advance.

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Industry 04

Transportation & Logistics

What Metrici does
  • Monitors and verifies cargo loading and unloading against shipping documents
  • Reads QR codes and license plates to link packages to vehicles and destinations
  • Monitors infrastructure — roads, bridges, railways — for early signs of wear or damage
  • Detects wear on transport carriages and predicts maintenance needs
Example

A logistics company verifies that each shipment is loaded correctly and matches the documents — reducing errors and theft before the vehicle leaves the depot.

🛒
Industry 05

Retail & Warehousing

What Metrici does
  • Detects out-of-stock and misplaced items on shelves in real time
  • Monitors order picking and packing for accuracy
  • Reads barcodes and QR codes via cameras on drones or moving rigs for automated inventory
Example

A large gas station chain uses Metrici to track shelf inventory, automatically notifying staff to restock items that are running low — without manual shelf checks.

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Industry 06

Healthcare & Pharmaceuticals

What Metrici does
  • Inspects pills and packaging to ensure they are correctly formed and information is readable
  • Reads barcodes and QR codes on packaging — removes any item with an unreadable code before it enters the distribution chain
  • Monitors hospital areas for hygiene protocol compliance and unauthorized access
Example

A pharmaceutical manufacturer uses Metrici to inspect production boxes — any unit with a misread or damaged code is automatically flagged and removed before distribution.

⛏️
Industry 07

Construction & Mining

What Metrici does
  • Detects whether workers are wearing required safety gear — helmets, harnesses, vests, uniforms
  • Identifies different uniform types after dedicated AI training per client
  • Monitors heavy equipment for signs of wear, predicting maintenance needs before breakdowns occur
Example

A mining operation and chemical factory use Metrici to monitor heavy equipment continuously — detecting early signs of mechanical wear and scheduling maintenance before costly failures.

🌱
Industry 08

Agriculture

What Metrici does
  • Analyzes video from drones or fixed cameras to monitor crop health and detect disease or pests
  • Measures crop germination rates per batch and flags underperforming areas
  • Monitors livestock location and behavior
Example

A micro-plant farm uses Metrici to monitor individual plants, identify areas affected by pests or disease, measure germination percentages per batch — and flag any tray not growing at the expected rate.

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Industry 09

Public Safety & Law Enforcement

What Metrici does
  • Monitors public spaces using Area Counter and Line Counter to recognize suspicious behavior or potential criminal activity
  • Alerts law enforcement in real time when unusual behavior is detected
  • Analyzes traffic patterns to detect violations: speeding, red-light running, illegal parking
Example

A city-wide surveillance system uses Metrici video analytics to detect behaviors that may indicate theft, vandalism, or other crimes — alerting officers before incidents escalate.

🌿
Industry 10

Environmental Monitoring

What Metrici does
  • Monitors wildlife in protected areas and detects the presence of poachers or dangerous species
  • Issues alerts when bears or other animals are detected near human activity zones
  • Detects pollution events in rivers or urban environments
Example

Cameras deployed in protected areas use Metrici object recognition to alert conservation authorities the moment a poacher or dangerous animal is detected — day or night.

🎤
Industry 11

Entertainment & Events

What Metrici does
  • Monitors crowd behavior at large events for safety and security
  • Counts attendees in and out with Line Counter
  • Monitors crowd density inside with Area Counter and issues alerts when thresholds are exceeded
Example

A concert or stadium operator uses Metrici to monitor entry queues and internal crowd density — receiving automatic alerts when any section approaches its safe capacity limit.

Business Benefits

Why Choose Custom AI Training

Tailored AI solutions deliver measurable value that off-the-shelf software simply can't match.

🚀

Faster Time-to-Market

Custom DNN training in weeks, not months. Deploy AI that recognizes your exact objects from day one.

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Reduced Manual Labor

Automate inspection, counting and monitoring tasks that currently require human operators.

Higher Quality Control

AI-powered defect detection catches issues humans miss — improving product quality and reducing waste.

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Improved Safety Compliance

Monitor PPE compliance, restricted zone access and hazardous conditions in real time.

🌐

Scalable Across Sites

Train once, deploy everywhere. Replicate your custom AI across multiple locations with consistent results.

Comparison

Custom AI vs. Off-the-Shelf Software

See how Metrici custom AI training compares to standard, pre-built software solutions.

Feature Off-the-Shelf Software Metrici Custom AI
Object Recognition Fixed, pre-trained classes only Train for any object or behavior
Industry Fit Generic, one-size-fits-all Tailored to your exact environment
Accuracy Variable, depends on use case Up to 100% on trained objects
Flexibility Limited configuration options Fully customizable detection rules
Integration Standard APIs only Custom integrations per project
Scalability Licensed per camera or site Train once, deploy everywhere
Training Data Not accessible or modifiable Your data, your models
Support Standard documentation Dedicated engineering team
ROI Unclear for niche use cases Built for your specific ROI goals
How It Works

Custom AI Deployment Process

From initial consultation to production deployment — a streamlined path to your custom AI solution.

01

You Define the Scenario

Tell us what needs to be seen, counted, verified, or flagged in your environment.

02

Metrici Trains the DNN

A custom Deep Neural Network is trained specifically for your objects, classes and conditions.

03

System Goes Live

Cameras stream. Metrici detects. Actions trigger — alerts, barrier commands, database logs, displays.

04

You Get Data & Control

Full interface with reports, statistics, live view and event history. Remote access from anywhere.

Deploy Custom AI Training for Your Industry

DNN-powered object detection, quality inspection, safety monitoring and automation for any industry. Request a demo or contact sales.