PRECISION SIMULATION TECHNOLOGY

Precision Where
Standard Tools Fail

When industry-standard tools fail on your data, we build solutions that work. Breakthrough arithmetic. Rigorous proofs. Real results.

VLA Exact Arithmetic

Proprietary error-free accumulation. Zero floating-point drift. Bit-identical results on any hardware.

Correlation matrices
Monte Carlo simulation
Digital twin stability

Mixture LDT

Novel tail risk mathematics. Standard models underestimate extreme events by 10²⁷×. We capture them correctly.

Catastrophe modeling
Insurance tail risk
Wildfire prediction

See The Probability Gap View Case Studies Contact

I'm Kyle Clouthier — a computational physics researcher and algorithm developer from Canada. My background in computational physics and numerical methods led me to create VLA exact arithmetic. When you work with SimGen, you work directly with me.

Open to consulting, contract work, or full-time positions.

What I Do

Plain English. No jargon.

Find Hidden Errors

Your simulations accumulate tiny errors every calculation. After millions of operations, these errors become huge. I find exactly where and how much.

Fix What's Broken

I've developed algorithms that eliminate these errors entirely. Same speed as standard tools, but mathematically exact. Your results become reproducible and trustworthy.

Capture Extreme Events

Standard risk models miss rare events by astronomical margins. My mathematics correctly predicts the "impossible" scenarios that actually happen in the real world.

Who I Help

Industries where precision directly impacts the bottom line.

Quantitative Finance

Risk models, correlation matrices, Monte Carlo VaR

"Higham's algorithm failed. VLA worked in 135ms."

Insurance & Reinsurance

Catastrophe models, tail risk, regulatory capital

"Found $12.6B capital gap in standard models."

Industrial & Manufacturing

Digital twins, predictive maintenance, process simulation

"$4.2M saved via zero-drift simulation."

Climate & Emergency

Wildfire modeling, climate projections, ensemble forecasts

"Predicted 10x longer firebrand travel."

Why Work With Me?

What You Get

Analysis report — exactly where your simulation errors are and how big they are
Custom solution — algorithms tailored to your specific problem
Proof it works — reproducible benchmarks against ground truth
Integration support — help implementing in your pipeline