DrishiumAI InspectIQ
AI Visual Inspection & Defect Detection
Automated visual inspection that detects surface defects, assembly errors, and quality anomalies at production line speed with superhuman accuracy.
Overview
What It Does
DrishiumAI InspectIQ is an AI-powered visual inspection system that replaces unreliable manual quality checks with consistent, high-speed automated inspection. Using machine vision cameras and deep learning, InspectIQ detects scratches, dents, cracks, color variations, missing components, and assembly errors — at line speed, 24/7, with zero fatigue.
Features
Key Capabilities
Built for production-critical environments where accuracy, speed, and reliability matter.
Surface Defect Detection
Detect scratches, dents, cracks, pitting, discoloration, and coating defects at sub-millimeter resolution.
Assembly Verification
Verify correct component placement, orientation, count, and labeling in assembled products.
Anomaly Detection
Self-learning AI that identifies deviations from normal — catching novel defects without explicit programming.
Multi-Camera Coordination
Synchronized inspection from multiple angles and lighting conditions for complete part coverage.
Real-Time Reject/Pass
Instant pass/fail decisions with automatic sorting, rejection, and line-stop triggers.
Use Cases
Where It's Deployed
Real-world applications across industries and production environments.
Automotive Components
Inspect castings, stampings, machined parts, and painted surfaces for defects before assembly.
Electronics & PCB
Detect solder defects, component misplacement, and PCB trace issues at high speed.
Packaging & Labeling
Verify label placement, print quality, barcode readability, and package integrity.
Metal & Machined Parts
Detect burrs, tool marks, dimensional drift, and surface finish variations on machined components.
Technology
Hardware & Integration
The hardware ecosystem that powers this module.
Machine Vision Cameras
High-resolution area and line scan cameras for detailed surface inspection.
3D Structured Light
3D surface profiling for detecting height-based defects like dents, warps, and burrs.
Line Scan Cameras
Continuous scanning for web materials, films, textiles, and fast-moving conveyor products.
Robotic Arms
Multi-axis inspection arms for complex geometry and overhead inspection angles.
Deployment Options
Available Deployment Variants
Each deployment variant is engineered for a specific installation context — choose the configuration that fits your environment.
Fixed Installation
In-line inspection stations with overhead or side-mounted cameras for continuous quality checks.
Part Number
DAI-QLT-INSP-FIX-VX.XX.XX
Robotic Arm
Inspection cameras mounted on robotic arms for multi-angle and complex geometry inspection.
Part Number
DAI-QLT-INSP-ARM-VX.XX.XX
AS/RS System
Inspection integrated into automated storage and retrieval systems for quality-at-storage workflows.
Part Number
DAI-QLT-INSP-ASRS-VX.XX.XX
FAQ
Frequently Asked Questions
Answers to common questions about deployment, integration, and performance.
InspectIQ detects a wide range of visual defects including surface scratches, dents, cracks, holes, discoloration, contamination, missing components, wrong orientation, incorrect labels, and dimensional deviations. The AI can also learn to detect custom defect types specific to your product and process.
DrishiumAI MeasureX achieves repeatability of ±5μm or better depending on optics configuration — comparable to CMMs for most inline applications. While CMMs remain the gold standard for lab-grade metrology, MeasureX enables 100% inline measurement at production speed, something CMMs cannot do.
Yes. GuidePro integrates with major industrial robot brands including FANUC, KUKA, ABB, Yaskawa, Universal Robots, and Doosan. We support standard communication protocols and can interface with your existing robot controller — no robot replacement needed.
Initial training typically takes 2-4 weeks including data collection, model training, and validation. For simple pass/fail inspections, we can often achieve production-ready results in under 2 weeks. For complex multi-defect detection, allow 4-6 weeks for comprehensive training and edge-case coverage.
With InspectIQ and GuidePro, new variants can often be added in hours to days rather than weeks. The AI learns from a small number of sample images and generalizes across variants. For GuidePro, the robot adapts automatically using vision — no teach-pendant programming needed.
Ready to Deploy DrishiumAI InspectIQ?
Schedule a demo to see how DrishiumAI InspectIQ transforms your operations with AI-powered vision intelligence.