SigmanticAI is the AI teammate for chip design, accelerating every stage from RTL generation to verification to silicon.
pip install sigmanticai
sigmanticai to start the agent
Together, Studio and Polaris enable the complete AI-native hardware development workflow—from collaborative engineering assistance to fully autonomous end-to-end chip generation.
Interactive AI engineering teammate
Works alongside hardware teams. Understands your codebase, generates RTL and verification IP, debugs failures, analyzes waveforms, interacts with EDA tools and FPGAs, and accelerates day-to-day engineering while keeping engineers in control.
Autonomous reasoning engine
Powers end-to-end chip development. Transforms specifications into verified hardware by exploring the complete design state space, generating RTL and verification, iteratively closing coverage, and driving designs toward production-ready implementations.
You want to work with the AI
Stay in control, iterate faster, and get expert assistance. Best for day-to-day engineering.
Collaborate. Iterate. Accelerate.
You want the AI to work on its own
Hand off your spec and let Polaris deliver end-to-end. Best for full chip development with minimal input.
Specify. Hand off. Get results.
With SigmanticAI you get both — Studio to work together with the AI, Polaris to let it work independently, and a faster path to verified silicon either way.
Studio is the interactive teammate shipping now. Polaris is the autonomous engine extending that same workforce toward fully autonomous specification-to-silicon engineering.
No vendor lock-in. Mix and match across projects — we auto-generate the right Makefiles, configs, and compile scripts for whatever you use.
SigmanticAI is the AI operating system for semiconductor engineering. Companies use it to deploy specialized hardware design agents, automate verification workflows, and train private AI models on their own RTL and design history.
Behind a simple conversational interface, a hierarchical multi-agent system orchestrates every concern: UVM testbenches, SVA assertions, coverage models, register abstractions, RTL, Makefiles, and iterative convergence — executing against your real EDA stack. SigmanticAI Brain keeps all agents aligned on your design intent.
Our goal is not a better autocomplete. It is autonomous hardware engineering — agents that take a specification and return verified, manufacturable silicon, with your team's accumulated design knowledge compounding behind them. Get started with pip install sigmanticai.
Questions or need support? Reach us at founders@sigmanticai.com
Co-Founder & CEO
Rohil brings extensive experience in hardware design and AI systems. Previously worked on cutting-edge processor architectures and has a deep understanding of the challenges facing modern semiconductor development.
Co-Founder & CTO
Tamzid is an expert in AI/ML systems and hardware optimization. He leads our technical vision and ensures our AI models deliver the highest quality verification and RTL generation. He has also worked with chip and circuit designs at Berkeley and Apple.
One pip install. Orchestrate specialist agents across your stack — production-ready Verification IP and synthesizable IP.
pip install sigmanticai
sigmanticai to start the agent