Machine Vision · Robotic Imaging · PCB QA

AI-Powered PCB Board Inspection

Using Machine Vision and Robotic Imaging Systems

High-resolution imaging, intelligent lighting, PLC-controlled motion, and AI defect detection — engineered for high-density boards and zero-defect production.

LIVE · CAM 01
BOARD #PCB-7240 OK
AxesX · Y · Z
Components1,284
Defects02
VerdictPASS

Printed Circuit Boards (PCBs) form the heart of modern electronic devices. Any defect or inconsistency in PCB manufacturing can lead to functional failure, high rejection rates, or field returns. As PCBs become more compact and densely populated with components, manual inspection becomes inefficient and error-prone.

To address this challenge, Intelgic provides a comprehensive PCB inspection automation system that integrates machine vision cameras, intelligent lighting, robotic imaging mechanisms, and powerful AI-based defect detection software.

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001 · Challenges

Challenges in PCB board inspection.

Modern PCBs combine micro-scale features, dense layouts, and high throughput — pushing manual inspection beyond its limits.

CHALLENGE · 01

PCB inspection is complex due to:

PCB Inspection Challenges
  • High component density
  • Micro-scale defects
  • Variations in component sizes and shapes
  • Need for real-time inspection during high-speed manufacturing
CHALLENGE · 02

Common inspection goals include:

PCB Inspection Goals
  • Identifying soldering defects, cracks, and surface scratches
  • Verifying presence and position of all components
  • Ensuring correct component types are placed
  • Detecting missing, misplaced, or wrongly oriented components
  • Counting components and classifying defects accurately

Intelgic's solution is built to handle all of these inspection challenges with exceptional accuracy and speed.

002 · System Overview

Intelgic's PCB inspection system overview.

Hardware and software components integrated to deliver seamless, end-to-end PCB inspection.

COMPONENT · 01

Machine Vision Cameras

Machine Vision Camera
  • High-resolution area scan industrial cameras for micro-level imaging
  • Color or monochrome sensors based on inspection requirement
  • Adjustable depth-of-field and focus control for multi-layer inspection
COMPONENT · 02

Industrial Lighting: Shadowless Dome

Industrial Lighting

Proper lighting is critical for capturing defects:

  • Special lights reduce reflection
  • Uniform lighting for the entire surface for detailed imaging
  • Adjust the lighting intensity using the controller of lights
  • Color-controlled lighting (Red/Blue/White): Enhances contrast between different components

Lighting is designed and positioned based on board texture, surface reflectivity, and inspection depth.

003 · Robotic Rails

Robotic rails for large PCB imaging with PLC-controlled 3-axis movement.

Precise, repeatable camera and lighting motion across the X, Y, and Z axes — for industrial-scale boards.

When it comes to inspecting large PCBs such as industrial control units, telecommunications boards, or server motherboards, a static imaging setup is often insufficient. These PCBs have a wide surface area and densely packed components that require high-resolution, close-range imaging — something a fixed camera cannot deliver uniformly across the board.

To overcome this challenge, Intelgic uses a robotic rail-based system where the camera and lighting assembly moves precisely along the X, Y, and Z axes. This motion is fully automated and controlled through a PLC (Programmable Logic Controller), offering highly accurate and repeatable positioning during the inspection process.

Robotic Rails for Large PCB Imaging
004 · Motion

Multi-axis motion for complete imaging coverage.

Intelgic's robotic system enables three-axis movement, fully synchronized through PLC control.

AXIS · 01

X-Axis (Horizontal Travel)

Moves the camera and lighting system across the width of the PCB.

AXIS · 02

Y-Axis (Vertical Travel)

Covers the length of the board for complete surface imaging.

AXIS · 03

Z-Axis (Height Adjustment)

Adjusts the distance between the camera and PCB surface to optimize focus and field of view, especially useful for inspecting components of varying heights or fine details at different depths.

All three axes are precisely coordinated through PLC control, ensuring synchronized motion, safe travel limits, and accurate image capture positions.

005 · Features

Key features of the 3-axis robotic rail system.

Engineered for precision, repeatability, and tight integration with vision software and lighting.

PLC-Controlled Automation

Provides precise command over movement paths, speed, acceleration, and positioning. Integrates easily with the inspection workflow and safety systems.

Dynamic Z-Axis Focus Adjustment

Automatically changes the height of the camera system to focus on tall components, surface textures, or to switch between wide-area and zoomed-in imaging.

High-Speed, Low-Vibration Design

The rail system is engineered for smooth motion and image stability, preventing blurring during fast inspection cycles.

Programmable Scanning Patterns

Based on the PCB layout and inspection zones, custom scan paths can be programmed to efficiently cover all areas.

Camera Trigger Synchronization

The AI software coordinates with the PLC to trigger the camera only when it reaches a precise location, ensuring blur-free, high-resolution images.

Lighting System Integration

The lighting module moves along with the camera, maintaining optimal illumination across all imaging zones regardless of board size or surface topology.

006 · Use & Advantages

When to use it & why it wins.

From oversized boards to recipe-based reconfiguration, robotic rails deliver unmatched precision and flexibility.

WHEN TO USE

Ideal scenarios

This 3-axis robotic rail system is ideal for:

  • Oversized or irregularly shaped PCBs
  • High-density layouts requiring multiple imaging perspectives
  • Boards with components of varying height
  • Situations requiring zoomed-in, detailed inspections
  • Environments where uniform lighting and camera-to-board distance must be maintained
ADVANTAGES

PLC-controlled robotic rails

  • Seamless coverage of large PCBs with minimal blind spots
  • Adjustable Z-axis focus ensures sharp imaging across variable heights
  • Consistent lighting-to-camera alignment for all image frames
  • Easy recipe-based reconfiguration for different PCB types
  • Real-time integration with Intelgic's AI inspection software and production PLCs

By moving the camera and lighting system in harmony along the X, Y, and Z axes, Intelgic ensures complete, high-quality imaging of any PCB surface, no matter how complex or expansive. The PLC-controlled robotic rail system provides unmatched precision, flexibility, and integration, making it ideal for next-generation PCB quality inspection.

007 · Motorized XY Stage

Motorized XY stage for automated PCB movement.

In certain inspection workflows, especially where the camera remains fixed and high precision is required, Intelgic uses a motorized XY stage to move the PCB board itself under the camera. This automated platform enables highly controlled, repeatable motion along the X and Y axes, making it ideal for detailed inspection of small to mid-sized PCBs or high-density regions.

STAGE · 01

Key features of the motorized stage setup

  • High-Precision Linear Motion: Stepper or servo motors with micrometer accuracy ensure smooth and exact board positioning.
  • Programmable Travel Paths: The AI software defines movement zones based on component layout, image stitching requirements, or inspection focus areas.
  • Vibration-Free Imaging: Designed to eliminate mechanical vibrations for sharp, distortion-free image capture.
  • Speed Control: Adjustable speed settings for fast scanning or slow inspection depending on the inspection complexity and image resolution needed.
  • Integrated with Vision System: Movement is synchronized with camera triggering to capture images at exact intervals during board translation.
STAGE · 02

Use cases for motorized PCB stage

  • Inspection of small but complex boards where multi-zone coverage is needed
  • Multi-angle inspection of specific regions without moving the camera
  • High-resolution defect analysis requiring overlapping images for precision
  • Applications involving fixed camera setups in enclosed or cleanroom environments
STAGE · 03

Advantages of using the XY stage

  • Eliminates the need for moving camera setups in compact environments
  • Reduces imaging system complexity for certain use cases
  • Improves focus and sharpness during high-magnification inspections
  • Enables high-speed batch scanning of uniform PCB layouts

Intelgic's inspection automation can seamlessly switch between robotic camera rails or motorized board stages depending on the product size, inspection resolution, and imaging architecture required. This flexibility allows manufacturers to choose the most efficient method for their production line while maintaining consistent quality and precision.

008 · AI Software

AI-driven PCB analysis software.

At the core of Intelgic's solution is its powerful AI software trained for full-board understanding.

Component identification

Component identification and classification

Component counting

Component counting

Defect detection

Defect detection and localization

Pixel-wise analysis

Pixel-wise and region-wise analysis

Deviation analysis

Deviation analysis from design templates or BOM

Capabilities

Key software capabilities.

Component Presence & Placement Check

Ensures all components are present in their correct location and orientation.

Defect Detection

Identifies soldering issues, bridging, missing pins, lifted leads, discoloration, and substrate cracks.

Component Counting

Counts the exact number of resistors, capacitors, ICs, and other parts on each PCB.

Comparison with Golden Image or BOM

Detects mismatches or missing components by comparing the live image with a reference template.

Defect Localization and Quantification

The software marks defect regions and calculates:

  • Number of defects
  • Pixel area of each defect
  • X-Y coordinates of the issue

Product-Based Recipe Management

Supports multiple PCB types and layouts with individual inspection templates.

009 · Outcomes

Reporting, benefits & use cases.

Real-time visibility, measurable quality gains, and proven deployments across electronics manufacturing.

REPORTING · 01

Real-time reporting and integration

Intelgic's system provides:

  • Real-time inspection results with pass/fail status
  • Detailed reports with defect images and coordinates
  • Integration with MES, PLCs, or ERP systems
  • Cloud-based dashboards for analytics and traceability
BENEFITS · 02

Benefits of Intelgic's PCB inspection

  • Reduces manual inspection time and error rates
  • Handles complex and high-density boards
  • Scalable for small to large board sizes
  • Increases production throughput
  • Generates reliable quality documentation for compliance
USE CASES · 03

Use cases

Intelgic's solution is used in:

  • Consumer Electronics PCB Assembly
  • Automotive ECU and BMS board inspection
  • Medical Device PCB Verification
  • Server Boards and Industrial Control Boards
  • IoT Devices and Wearables
Get Started

Zero-defect PCB production, automated.

With increasing demand for precision and traceability in electronics manufacturing, AI-based PCB board inspection is essential for quality assurance. Intelgic's robust system, combining machine vision, smart lighting, robotic imaging, and powerful AI software, delivers unmatched accuracy and flexibility across a wide range of PCB types.

Whether you're inspecting small consumer boards or large industrial controller boards, Intelgic's solution ensures zero-defect production with high-speed, automated verification.

Head Quarter

17352 Murphy Ave Suite 101
Irvine, CA 92614
Phone: (949) 317-2420

Branch Office

5ES7-H, 5Th Floor, East Tower, Mani Casadona, Plot no -IIF/04, Action Area -IIF, Newtown, Kolkata-700160

Certificate

intelgic ISO 27001 certification

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