Ansys SimAI

Learning Objectives

• Understand what Ansys SimAI is and how an AI surrogate differs from a traditional solver
• Evaluate how predicting results from geometry speeds up design exploration
• Assess where SimAI fits alongside Ansys's broader simulation portfolio

What Is Ansys SimAI?

Ansys SimAI is a generative-AI prediction platform from Ansys, the engineering-simulation leader now part of Synopsys. Traditional simulation solves the underlying physics from scratch for every design, which can take hours of compute. SimAI instead learns from a body of past simulations and then predicts the results of a new design directly from its geometry — in seconds rather than hours.

What makes SimAI notable is that it is physics-agnostic: the same approach works across structural, fluid, and thermal problems because it learns the relationship between a shape and its performance rather than being hand-coded for one type of physics.

How AI Accelerates Simulation

SimAI lets engineers test far more design alternatives early — Ansys describes gains on the order of ten-times to one hundred-times more exploration than conventional solving allows. An engineer can sweep through dozens of geometry variations, see predicted performance for each, and narrow to the most promising candidates, reserving the slow, exact solver for final verification.

The 2026 R1 release restructured the offering into SimAI Pro, which runs on a local workstation graphics processor for teams that need data to stay on premises, and SimAI Premium, a cloud option for larger workloads. The same release added GeomAI, a generative-geometry technology that learns from reference designs and proposes new concepts grounded in real engineering constraints — pairing the prediction side of AI with the geometry-creation side.

Part of the Ansys Portfolio

SimAI sits within the broader Ansys simulation ecosystem, which spans structural, fluids, electromagnetics, and thermal physics, and which is being integrated with Synopsys's chip-design tooling following the 2025 acquisition. For teams already running Ansys solvers, SimAI is a way to put their existing simulation data to work training fast predictors — turning past analysis into a tool that accelerates future design.

Who Uses Ansys SimAI?

SimAI targets engineering organizations that already do significant simulation — automotive, aerospace, electronics, energy, and industrial equipment — and want to compress the design-exploration phase. It is aimed at teams comfortable with simulation who want to evaluate many more options without waiting on full solver runs each time.

Company Details

Strengths

• Seconds, not hours — predicts simulation results directly from geometry
• Physics-agnostic — one approach spans structural, fluid, and thermal problems
• Massive exploration — evaluate far more design variations before committing solver time
• Uses your own data — trains on an organization's existing simulation history
• Flexible deployment — local-workstation and cloud editions for different data and scale needs

Limitations and Considerations

• Needs training data — accuracy depends on having enough relevant prior simulations to learn from
• Approximation, not proof — predictions accelerate exploration; the exact solver still verifies final designs
• Enterprise context — aimed at organizations already invested in Ansys simulation
• Quote-based pricing — licensed through Ansys's enterprise sales channel

Pricing

Ansys SimAI is licensed through Ansys's enterprise sales channel with quote-based pricing that depends on the edition (Pro or Premium), compute and cloud usage, and the rest of the simulation portfolio in use. Contact Ansys for a quote tailored to your workloads.

Key Takeaways

• Ansys SimAI is a physics-agnostic, generative-AI surrogate that predicts simulation results directly from a design's geometry
• It enables roughly ten to one hundred times more design exploration than conventional solving, with the exact solver reserved for final verification
• The 2026 R1 release split it into local-workstation (Pro) and cloud (Premium) editions and added GeomAI generative geometry
• SimAI turns an organization's existing simulation data into a fast predictor, within the broader Ansys and Synopsys ecosystem