SPADANA DEPANEL VISION

AI-powered automation for the future of manufacturing.

Eliminating manual workflows in electronics manufacturing through deterministic, high-precision computer vision.

Every electronic device — from smartphones and medical equipment to automotive and industrial systems — contains a Printed Circuit Board (PCB). To improve manufacturing efficiency, multiple PCBs are typically produced together as a panel and later separated into individual boards through a process called PCB depaneling.

THE INDUSTRY BOTTLENECK

The High Cost of High-Mix Manufacturing

In high-mix electronics manufacturing, every new product often requires a new machine setup. For each board design, operators frequently need to manually define bridge locations and prepare CNC depaneling paths through repetitive teach-mode programming.

This process can take 20–30 minutes per product changeover.

Machine downtime
Reduced productivity
Specialist dependency
Risk of human error
AWAITING MANUAL INPUT

Operator intervention required to place bridges.

THE SPADANA SOLUTION

Automated Bridge Placement

SpadanaDepanelVision eliminates this manual workflow entirely. The process is simple:

1

Import DXF

Load the panel design file seamlessly into the system.

2

Single Click

Initiate the AI vision engine with zero teach-mode programming.

3

Detect & Optimize

Automatically generate perfect bridge locations instantly.

AI Vision
Image Processing
DXF Geometry
Hybrid Tangent

Industrial-Grade Precision

Rather than relying only on image detection, SpadanaDepanelVision fuses CAD geometry with real-world image information to generate highly accurate bridge placement.

Our proprietary Hybrid Tangent algorithms ensure that AI detections perfectly align with the physical routing logic of your CNC machine.

The Result

A smarter manufacturing workflow.

Auto
Bridge Detection
High-Precision
DXF Alignment
CNC-Ready
Generation
<30s
Setup Time
No manual placement.
No teach-mode programming.
No specialist dependency.

Experience Faster Changeovers

Contact Spadana AI Solutions to integrate AI-powered automation into your manufacturing workflow.