Precision Inspection for the Industry That Can't Afford Defects
In electronics, a single missed solder joint or misaligned component costs thousands in recalls. DrishiumAI delivers microscopic defect detection and dimensional measurement at production speed.
The Problem
What's Costing You Today
These are the challenges facilities face every day — and the reason traditional approaches keep falling short.
Invisible Defects at Scale
40%+of PCB defects are invisible to the naked eye — cold solder joints, micro-cracks, and bridging that only appear under magnification.
Human Fatigue in Visual Inspection
Inspectors checking boards under microscopes lose accuracy after 2 hours. Error rates spike in late shifts and overtime.
ESD Zone Violations
Electrostatic discharge ruins components silently. Workers entering ESD zones without proper grounding go undetected by current systems.
Dimensional Tolerance Drift
Precision parts drift out of spec gradually. Manual measurement with calipers catches problems only during periodic audits — not inline.
Sub-mm
Defect detection resolution on PCBs and components
100%
Inline inspection — every board, every component
<50ms
Per-component inspection cycle time
Audit-ready
Timestamped evidence for every detection
Before → After
What Changes When DrishiumAI Deploys
Real scenarios. Real problems. Here's what the shift looks like.
PCB Defect Detection
AOI machines catch major defects, but subtle solder issues, tombstoning, and polarity errors still reach functional test — causing expensive rework.
DrishiumAI InspectIQ adds a second layer of AI inspection that catches what AOI misses — trained on your specific board designs and failure modes.
Precision Measurement Inline
QC pulls 1-in-50 samples for CMM measurement. If a batch drifts, 49 out of 50 parts ship before anyone knows.
DrishiumAI MeasureX measures every part inline using non-contact laser profiling — catching drift the moment it starts, not after the batch ships.
ESD Zone Compliance
ESD wristband checks happen at shift start. Workers disconnect them during the shift. Static damage is only found at test.
DrishiumAI ZoneSense monitors ESD zone entry in real time — flagging workers without grounding straps before they touch sensitive components.
4 Modules
AI Modules Deployed in Electrical & Electronics
Each module is purpose-built for a specific perception task — deployable independently or as a unified system.
DrishiumAI SafeWear
PPE Compliance Monitoring
Enforce PPE compliance automatically using AI vision — detecting helmets, vests, gloves, safety shoes, and masks across every camera feed in real time.
DrishiumAI ZoneSense
Zone Mapping, Occupancy & Analytics
Real-time zone mapping, people counting, occupancy monitoring, and spatial analytics for compliance, evacuation planning, and operational optimization.
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.
DrishiumAI MeasureX
AI Vision Measurement & Gauging
Non-contact precision measurement using AI vision and LiDAR — replacing manual gauging with automated, traceable, operator-independent dimensional analysis.
FAQ
Frequently Asked Questions
Answers to common questions about deployment, integration, and performance.
InspectIQ is designed to complement AOI, not replace it. It adds an AI-powered second pass that catches defects AOI misses — especially cosmetic, contextual, and edge-case defects that rule-based systems struggle with.
For PCB inspection, we typically use 5–20 megapixel industrial cameras depending on board complexity and minimum defect size. We'll spec the right cameras during the assessment phase.
DrishiumAI supports automatic model switching. When a new board type enters the inspection station, the AI identifies it and loads the correct inspection model — no manual changeover.
Explore More
Other Industries We Serve
Manufacturing & Assembly
Inline quality inspection, worker safety monitoring, and asset tracking for automotive, electronics, and FMCG production lines.
Warehouse & Logistics
Dock and yard management, forklift safety, RFID inventory tracking, PPE compliance, and fire detection across distribution operations.
Ecommerce & Retail
Fulfillment center automation, package inspection, inventory tracking, dock monitoring, and last-mile logistics optimization with AI perception.
Robotics & Automation
Vision-guided robotic arms, AGV/AMR navigation, bin picking, palletizing, and multi-robot coordination across automated facilities.
Oil, Gas & Energy
Remote facility monitoring, flame detection, perimeter security, lone worker safety, asset tracking, and environmental compliance.
Ready to Deploy Electrical & Electronics?
Schedule a demo to see how Electrical & Electronics transforms your operations with AI-powered vision intelligence.