Physics-Driven AI for Electronics Design
Thank you for subscribing!
Look out for news and updates.
Subscribe to our newsletter
White Paper
This paper examines the widening expertise gap in PCB design and its cascading impact on R&D velocity across electronics organizations. Through analysis of industry survey data and engineering team structures, it reveals how democratizing design tools enables adjacent engineers—firmware developers, mechanical engineers, systems architects—to contribute directly to PCB workflows. Readers will discover how leading teams are restructuring their development processes to bypass traditional bottlenecks, achieving 3-5x faster iteration cycles while maintaining design integrity.
Key Takeaways
Bridging the PCB Skills Divide Through Design Democratization