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About Our Vision

This Web Agent

This web-based interface is an experimental abstract product for exploring how open-source AI models can assist with analog circuit design from scratch. It serves as an educational tool to experiment.

Here you can experiment with AI-assisted circuit topology exploration, sizing calculations, and netlist generation — helping us validate and refine the underlying intelligence that powers our vision.

The production copilot for professional analog design engineers will be fundamentally different to serve engineers automate workflows and improve your existing designs.

The On-Prem Copilot Coming Soon

Our production offering is a terminal-based, on-premise agent that sits directly in your existing design repository — much like Claude Code for software engineering, but purpose-built for analog IC design.

>_ Terminal Agent
</> Your Design Repository
Virtuoso/Synopsis
Custom Compiler

Key Features

>_ Native EDA Integration

  • Terminal-based agent, runs entirely on-premise
  • Direct tool calls to Cadence Virtuoso/Spectre via SKILL & Python IPC
  • Synopsys Custom Compiler integration via OpenAccess API + Python/TCL
  • Generates schematics & netlists in native formats, sets up simulations
  • Experience similar to Claude Code — the terminal-based software engineering tool

Domain Intelligence

  • Fine-tuned on analog literature, papers, and design knowledge
  • Actually understands circuit topologies vs. generic LLMs
  • The model provides raw intelligence for the agent/copilot framework

🔒 Private Memory System

  • RAG for your PDKs, IPs, and local design knowledge
  • Learns your team's specific approaches via reinforcement learning
  • Fully on-prem and private — your data never leaves your infrastructure
  • Competitive know-how doesn't leak into any base model

Combination of analog domain intelligence + your team's files and knowledge = a copilot that truly understands your context.

Interested in Early Access?

We're working with select design teams to refine the on-prem copilot.

contact@amirmabhout.com

Last updated: December 2025