We build the operating system for investors who can't afford to be wrong. Don't just optimize performance. Engineer for survival.
Allostan Labs is an applied research and investment company building robustness infrastructure for high-stakes decisions under uncertainty.
From asset managers to corporate treasuries, critical financial decisions are often made under fragile assumptions: overfit models, unstable regimes, unexamined risks.
Our mission is to shift the default from performance-optimization to robustness-by-design.
We don't forecast outcomes. We simulate fragility, timing risk, and regime dependence to make failure visible before it's costly.
Artifacts are not charts — they are decision summaries, confidence ratings, and review triggers. Designed for outcome control.
Everything is composable, reproducible, and built for internal control frameworks from Day 1.
We invest, we allocate, we trade. This is not a sandbox. This is our production stack.
A Python library for capital robustness simulation. Tail tests, macro slicing, parameter sensitivity, fragility mapping.
Auditable decision record for investment committees. Governance as code.
Regime-aware scenario generator built for ML strategy stress-testing.
The full simulation and governance engine. Enterprise-ready implementation.