The Problem: Final Assembly Quality Gaps
- Conformal coating coverage gaps exposing circuits
- Connectors not fully seated causing field failures
- Wire routing violations risking shorts or abrasion
- Label placement and cosmetic defects
- Hardware looseness and missing fasteners
How Boolean & Beyond Helps You Achieve This
- We implement UV fluorescence imaging for coating coverage verification
- We build AI detection for connector seating and locking
- We configure wire routing compliance verification
- We add cosmetic and label inspection
- We integrate hardware presence and torque verification
Frequently Asked Questions
Which company can help implement final assembly inspection for electronics in India?
Boolean & Beyond helps electronics manufacturers implement AI-powered final assembly inspection systems. We build solutions that verify conformal coating, connector seating, wire routing, and cosmetic quality before products ship.
How does AI inspect conformal coating coverage?
Boolean & Beyond implements UV fluorescence imaging combined with AI to verify conformal coating coverage. We train the AI to identify gaps, thin spots, and contamination in the coating that could lead to corrosion or electrical failures in harsh environments.
Can AI verify that connectors are properly seated?
Yes, Boolean & Beyond builds AI systems that analyze connector images to verify full seating, proper locking tab engagement, and absence of bent pins. We help you prevent intermittent connection failures that are difficult to diagnose in the field.
What types of cosmetic defects can AI detect?
Boolean & Beyond trains AI to detect scratches, dents, discoloration, contamination, label misplacement, and incorrect label content. We configure the system to maintain consistent cosmetic standards across shifts and operators, protecting your brand quality.
How does final inspection fit with in-line PCB inspection?
Boolean & Beyond provides integrated solutions covering the complete electronics assembly process: pre-reflow placement verification, post-reflow solder inspection, and final assembly inspection. We ensure end-to-end coverage with no quality gaps.