ArchGen AI is building Newton, a self-learning agent for semiconductor backend physical design. We help teams preserve useful context from runs, reports, fixes, and outcomes so the next block does not start from zero.
Our mission is to make physical design learning compound. Timing misses, congestion, DRCs, ECO decisions, scripts, and signoff outcomes should become reusable engineering memory, not one-off effort trapped in reports and chats.
ArchGen was founded by Hariharan Ayappane and Naveen Venkat, hardware engineers and AI researchers who experienced the EDA bottleneck firsthand and decided to build the tools they wished they had.