UniversalAGI
Platform

Most teams test a few designs per cycle.
Our users explore thousands before the next review.

Anyone on your team can explore the full design space in seconds.
No simulation team required.

Proof

Benchmarked head-to-head by one of the world's 5 largest auto OEMs. UniversalAGI delivered the lowest error with 5× less training data.

Lower is better Ratio vs UniversalAGI · drag coefficient accuracy on held-out external aero · anonymized
Metric Vendor 1 , 50-sample training budget Vendor 2 , 50-sample training budget Vendor 3 , 50-sample training budget Vendor 4 , 50-sample training budget Vendor 5 , 10-sample training budget Vendor 6 , 10-sample training budget UniversalAGI , 10-sample training budget
Drag coefficient error · max 1.32×1.70×2.70×1.66×2.00×2.06×1.00×
Drag coefficient error · avg 1.08×2.33×2.75×1.04×1.63×1.75×1.00×
Drag coefficient correlation 1.01×0.96×46.50×1.12×1.31×1.27×1.00×
  • <10 sec CAD to insight → Ship faster
  • 1,000+ Designs per sweep → Unlimited design space exploration
  • 10x less cost → vs traditional CAE
02 · No simulation team required

From CAD to insight. In seconds.
The entire workflow automated. Not just the simulation.

In traditional CAE, you spend weeks meshing, cleaning, setting boundary conditions, queueing on HPC, running the simulation, and post-processing for every design iteration.

Traditional CAE 2-9+ weeks
CAD Prep 1-7 days
Mesh 1-3 days
Setup 1-14 days
Simulation 1-7 days
Iterate 1-4 weeks
Post Processing 2-7 days
UniversalAGI
AI simulation 10 seconds
One call. No meshing. No HPC.
03 · How it works

Set it up once.
Use it forever.

Step one is the upfront engagement. Steps two through four are how the platform runs every day.

  1. Fine-tune to your design

    The foundation model is fine-tuned to your geometry, your operating envelope, and your physics.

  2. Upload your CAD

    Drop in geometry from Onshape, SolidWorks, NX, CATIA, or any STEP / IGES / STL file. No meshing. No cleanup.

  3. Set the conditions

    Pick the conditions you care about. Sweep across the design space. Pick the geometries to run. No mesh. No solver scripts.

  4. Get the answer

    Per-candidate inference in seconds. Full design-space sweeps in minutes. Use the same model for the life of the program.

04 · Start

Stop guessing.
Start exploring.

Upload geometry. Pick a regime. Start making decisions today.

Talk to an Engineer