The First Physics-Driven AI for Complete PCB Layout

Generate multiple candidates in hours. Physics validates every trace. 

01
Generated multiple design candidates in parallel
See dozens of complete layout options generated in parallel to explore the full design space, not just recycling the last project's compromises.
02
Physics enforces constraints during generation
Constraints like differential pairs and thermal clearances are enforced during generation to eliminate violations before they happen.
03
Generate for all stackup options at once
See fully routed layouts across all viable stackups simultaneously, then choose based on actual designs, not estimates or assumptions.
Technology

Complete Your Designs in Hours

PCB layout bottlenecks every hardware program. Quilter is the first to complete entire layouts autonomously—placement, routing, and physics validation—enforcing differential pairs, DDR timing, and clearances during generation. PCB designers focus on the complex boards that define products. Engineers stay focused on system integration. The fastest learner wins, and nothing accelerates learning like 10x more options every design cycle.

Reinforcement Learning Trained on Physics, Not Human Boards

Quilter discovers "impossible" solutions because it never learned they were impossible. While LLMs mimic and autorouters maze-solve, reinforcement learning actively explores the design space. Each agent places components, routes traces, evaluates the physics, and learns which choices produce better outcomes. Millions of iterations refine placement and routing strategies, balancing constraints without human bias, producing unconventional routing methods and placement strategies that just work. What critics protecting the status quo call AI hype, we call the right tool for the job.

Any sufficiently advanced technology is indistinguishable from magic.

Arthur C. Clarke

Who It’s For

Built for Teams Blocked by Layout

Hardware moves forward by testing ideas, building variants, and learning fast. Quilter removes the bottleneck so engineers can ship more boards, run more experiments, and learn faster.

R&D Managers
Keep programs on track by removing layout delays and accelerating learning speed.
Electrical Engineers
Stay focused on system integration and testing instead of manual routing.
PCB Designers
Skip the routine boards that clutter your queue and focus on the complex designs that truly advance your career.
How it Works

From Hypothesis to Hardware in Hours

Start fresh. Find what works for this design, not what worked last time.

1. Define Your
Experiment

Upload your schematic and constraints. Quilter preserves critical nets but doesn't inherit old compromises.

2. Physics Explores Every Option

Hundreds of candidates are generated in parallel, each a potential discovery validated by physics constraints.

3. Select Based
on Evidence

Compare actual routed layouts. Pick based on measured performance, not assumptions. Export and test.

Benefits

Speed to Learning Becomes Market Leadership

The gap between your ideas and your tested hardware determines your competitive position. Reclaim engineering time and accelerate learning through faster innovations and fewer delays.

Don’t Assume, Know

Ship test boards Monday, learn by Friday. Run parallel experiments that would take months in sequence. Every week without hardware is a week your competition learns more.

Support Strategic Innovation Initiatives

Corporate innovation goals assume software-like iteration. Quilter makes that assumption valid. Hit your "new product introduction" targets by testing 10x more concepts in the same timeframe.

Fail Fast, Succeed Faster

Bad ideas die in days, not months. Good ideas iterate immediately. When experiments cost hours instead of weeks, you can afford to test the unconventional.

Transform Backlog into Active Pipeline

Your queue of ideas becomes a portfolio of experiments. Test market timing assumptions while they still matter. Ship innovations inside the window, not after it closes.

Break the Expertise Bottleneck

Your best PCB designers work on your hardest problems. Routine boards no longer wait behind complex ones. Every design gets fresh thinking from physics, not tired compromises.

Compound Your Learning Advantage

10x more iterations means 10x more learning. The gap widens with every cycle. While competitors debate, you've already tested, learned, and moved forward.

Get Started

See Quilter in Action

Schedule a consultation and see how physics-driven automation removes layout from your critical path.