Quilter applies reinforcement learning and physics simulation to the PCB layout problem, which is normally one of the most labour-intensive parts of hardware development. Engineers prepare a design in their ECAD tool, including schematic, board outline and fixed components, then upload it along with design context such as stackup, constraints and circuit intent. Quilter's engine generates and explores many candidate layouts in parallel, running physics checks on every trace, and returns options the engineer reviews, adjusts and resubmits.
The workflow is deliberately iterative rather than one-shot: most boards go through roughly two to five cycles before the engineer is satisfied, and Quilter exposes every physics check it ran so the process stays inspectable. The company positions this as a scale play for teams with more boards than layout engineers, so several designs can be generated overnight instead of queuing behind scarce layout specialists. It also supports all popular ECAD formats so it slots into an existing toolchain rather than replacing it.
Quilter is used across consumer electronics, semiconductors, robotics, aerospace and defence, and for design types including test fixtures and harnesses, IC evaluation boards, design validation boards and backplane or interconnect boards. The vendor publishes a pricing page alongside a free offering and dedicated startup programme, and sold the pitch through reference workloads where multi-week layout projects were compressed to hours of human cleanup work. Confirm current plan details, supported ECAD formats and eligibility requirements directly with the vendor.
