Early Access

Faster Chip Design,
Fewer Iterations

AI-first simulation and debug for analog and mixed-signal chip designers. Predict SPICE in seconds, debug waveforms with AI, and integrate with your existing EDA tools.

Join the waitlist See how it works

Weeks

Current workflow

Hours

With TapeoutAI

The Problem

Chip designers lose days to slow tools

Analog and mixed-signal engineers spend the majority of their time waiting on SPICE simulations and manually searching waveforms — not designing.

~60%

of design time wasted on tool waits and manual debug

Linear

Legacy simulators don't learn — every run resets the workflow

Manual

Engineers hunt through waveforms by hand to find root causes

The Solution

AI engine that predicts chip behavior

From weeks of manual waiting to hours of AI-guided design.

Predict-before-Simulate

ML engine predicts chip behavior in seconds, bypassing slow linear SPICE simulations. Get design feedback before committing to overnight runs.

AI Waveform Debug

GNN analysis finds bugs instantly and suggests exact design fixes. Stop manually searching through simulation output.

Zero-Friction Integration

Plugs into Cadence Virtuoso and Synopsys Custom Compiler workflows with zero rip-and-replace. Works with your existing PDKs and design flow.

Proven Benchmarks

Production-ready predictions

Validated on differential amplifiers, bandgap references, and LDOs using the SkyWater 130nm open-source PDK.

100x

Simulation loop time reduction

Near-instant prediction and analysis

99.4%

Prediction accuracy

High precision across analog blocks

±5%

Repeatability variance

Reliable, deterministic results