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About BodeSim

We simulate to understand.

BodeSim LLC builds analytics engines that model uncertain systems with mathematical rigor — for both human analysts and AI agents operating autonomously.

Mission

Precision over heuristics.

Most prediction tools are black boxes — they give you a number but not the distribution behind it. We build platforms where every output is the product of a rigorous, validated simulation process.

That means parameterized models, principled train/gate splits, and accuracy gates that must be cleared before any model ships to users.

Approach

Monte Carlo at the core.

Deterministic models give you one answer. Monte Carlo simulation gives you a distribution — the full shape of what might happen and with what probability. That's the only honest answer when the future is uncertain.

We pair simulation depth with multi-season trend modeling and adaptive parameter estimation — the same rigorous approach used in quantitative finance and actuarial science, applied to sports and beyond.

Principles
01
No hardcoded weights
Every model coefficient lives in the database — tunable, versioned, and auditable. No magic numbers buried in code.
02
Out-of-sample only
Accuracy is always measured on data the model never touched during training. Anything else is overfitting dressed as performance.
03
Agent-first design
Every platform is built to be used by AI agents — not as an afterthought, but as a first-class interface alongside human users.