Fainite won Venture Kick Stage 3 · Prof. Burigede Liu of Cambridge University joined as Chief Scientist · Fainite received support from Kickfund and Vento · Fainite won Venture Kick Stage 3 · Prof. Burigede Liu of Cambridge University joined as Chief Scientist · Fainite received support from Kickfund and Vento ·

Physics AI Engine to accelerate · simplify · automate your simulation workflows

Our Physics AI Engine empowers your engineering teams to run simulations in seconds, and set up workflows in minutes.

Our AI agents make your advanced analysis and design exploration accessible to everyone in your team.

Are your physics-based simulations slowing down your engineering workflows?

Long computation times
10+ hrs
Complex software workflows
10+ tools
Hard to reuse simulation knowledge
1000s files

Fainite provides an advanced platform that accelerates simulation runs, simplifies the setup of new simulations and enables you to intuitively reuse previous results all starting from your limited Computer-Aided Engineering datasets.

Our intelligent AI agent supports you through the entire workflow, automating complex tasks and providing expert recommendations to optimize your process.

Traditional Approach
48+ hours
Meshing, solving, post-processing…
VS
Fainite
10 seconds
Running prediction… Complete
Deep Learning
Physics-Enforced
Real-time Analysis
Agentic AI

From use case to deployment

01
Free Pre-Assessment
Identify the highest-impact simulation bottlenecks and quantify expected performance gains before committing resources
02
Technical Deep Dive
Analyze your simulation workflows, datasets, solvers and modeling assumptions to define the optimal integration path within your CAE infrastructure
03
Model Preparation
Our Physics-based AI model is tailored to your engineering problem and validated against your simulation benchmarks
04
Platform Deployment
The model is deployed to a secure environment, enabling engineers to instantly evaluate new geometries, boundary conditions and material configurations
05
Continuous Optimization & Scaling
The system continuously improves as new simulation data is generated, enabling expansion across additional product lines, engineering teams and physical domains

Accelerate development, reduce operational costs and eliminate repetitive manual work

10sec
New Standards for Simulation Predictions
Visualize the impact of new geometry in seconds.
200+
Instant Design Recommendations
Autopilot for optimized designs. No more time consuming iterations.
16
Tasks Running in Parallel
Run multiple tasks in parallel with the support of our AI agent and automatically retrieve past analyses for direct comparison.

Fainite: Live simulations and engineering decisions

Meet the experts behind Fainite

Alex Donzelli

Alex Donzelli


CEO

Caltech Alumnus; Former UBS
LinkedIn
Antonio Polino

Antonio Polino


CTO

Former Google; ETH Zurich Alumnus
LinkedIn
Prof. Burigede Liu

Prof. Burigede Liu


Chief Scientist

Prof. Cambridge University; Former Caltech & ETH Zurich
LinkedIn
Matthias Bonvin

Matthias Bonvin


ML Lead

ETH Zurich Alumnus
LinkedIn
Jan Pfeifer

Jan Pfeifer


ML Scientist

Former Google & Yahoo
LinkedIn
Prof. Dennis Kochmann

Prof. Dennis Kochmann


Technical Advisor

ETH Zurich; Former Caltech
LinkedIn
Dr. Kynan Eng

Kynan Eng


Innosuisse Advisor

Serial Entrepreneur
LinkedIn
Kickfund
Vento - Backed by Exor Ventures
Google Cloud
AWS
NVIDIA
Venture Kick
BlueLion

Ready to accelerate your simulation workflows?

Book a Demo