Discover what Quilter is, an automated PCB layout tool that handles placement, routing, and stack-ups using reinforcement learning.

Quilter is an automated assistant for circuit board design. It handles component placement, routing, stack-up generation, and even EMI simulations, generating multiple design candidates to choose from. It optimizes for factors like EMI performance and validates designs against manufacturer tolerances to ensure they are ready for manufacturing without errors. Quilter integrates with popular ECAD tools like Altium and KiCAD, so it fits into existing design workflows.
Unlike a typical rule-following autorouter, Quilter acts more like a human designer, exploring hundreds of layout variations to find the best result. It uses reinforcement learning to explore a wide range of design possibilities. It is best suited for boards that aren’t overly complex — fewer than 1000 pins, under 100 components, low density, signal speeds below 500MHz, and currents under 2A. Generating the first layout candidate usually takes about 1 to 2 hours, with full exploration taking between 2 and 6 hours. The goal is to help hardware teams iterate faster by taking over circuit board design.
Quilter was founded by Sergiy Nesterenko, who is also the CEO. The company is based in Los Angeles, California, and operates with a remote-first team of AI and electronics experts. It launched in 2021 with the goal of automating circuit board design to speed up hardware innovation. The platform is currently in an open beta phase.
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