Predicting the Unpredictable in Semiconductor Fabrication
We use proprietary deep learning models and real-world manufacturing data to eliminate microscopic defects and reclaim billions in lost revenue.
Our Mission
Modern semiconductor fabrication is so complex that for advanced chips yields can drop as low as 20%, costing major companies over $20 billion in lost revenue every year.
At Deep Fabrication, we’ve built a deep learning engine that predicts defects in milliseconds, allowing engineers to optimize their recipes before they ever hit the cleanroom.
Unlike traditional software that relies on idealized physics, we train our models on real-world data from the largest university-based fab-lab in the world.
Contact Us
We’ve already secured strategic support from Silvaco and over £300,000 in grant funding.
We are now seeking seed investment to scale our team and validate our MVP within a state-of-the-art industrial foundry.
Interested in working together? Fill out some info and we will be in touch shortly.