PCB Design Automation Tool

Automated PCB layout generation tool for rapid prototyping.

6 months

Internal Tool

PythonKiCadReactFastAPIDocker

Key Metrics

85%

Time Saved

90%

First-pass Success

15+

Supported Fabs

50+

Users

Overview

An internal tool that accelerates PCB design by automating initial layout generation, component placement, and design rule checking.

The Challenge

Hardware teams spent weeks on repetitive PCB layout tasks for similar designs, slowing down the prototyping cycle.

Our Solution

Created an AI-assisted PCB layout tool that generates initial layouts based on schematic analysis, component placement rules, and design constraints.

The Result

Reduced initial layout time from 2 weeks to 2 days. Enabled non-experts to create manufacturable PCB designs with guided workflows.

Deep Dive

Schematic Analysis

The tool parses schematic files and identifies circuit blocks, power domains, and critical signal paths. This information guides the automated placement and routing algorithms.

AI-Assisted Placement

Component placement uses a combination of rule-based systems and ML models trained on successful designs. The algorithm considers thermal requirements, signal integrity, and manufacturing constraints.

Design Rule Checking

Real-time DRC ensures generated layouts meet manufacturing specifications. The tool supports multiple fabrication houses and automatically adjusts rules based on selected manufacturer.