Monte Carlo Engine — Active

THE
SIMULATOR.

Shadow-market ROI prediction. Model financial outcomes before capital deployment. Ten thousand iterations. One decision.

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Scenario Engine

Three decision archetypes.
Infinite configurations.

Define your variables, set your ranges, and let 10,000 iterations show you the full probability distribution before you commit a dollar.

01 //
Ad Spend Pivot
Model expected ROI from a budget reallocation. Variable CPC, conversion rates, and order values sampled across 10k iterations to surface your true probability of profit.
Monte Carlo
02 //
Content Rotation
Project engagement efficiency across a content rotation strategy. Organic reach ranges, paid boost modeling, and engagement rate variance — before you spend on production.
Monte Carlo
03 //
Pricing Adjustment
Simulate revenue and profit impact of a price change using elasticity modeling. Understand the distribution of outcomes, not just the midpoint, before moving the lever.
Elasticity Model
04 //
Custom Scenario
Define any revenue and cost ranges. Get the full probability distribution of ROI outcomes for any decision that can be expressed as uncertain revenue vs uncertain cost.
Universal

The Engine

10,000 iterations.
One answer.

Monte Carlo simulation samples every variable within your defined ranges, computing the full probability distribution of outcomes — not a single point estimate.

Every run returns percentiles (P10–P90), standard deviation, confidence score, and a 20-bin histogram. Not "expected ROI" — the entire probability curve.

10k
Default Iterations
100k
Max Iterations
P10–P90
Percentile Output
20-bin
Histogram Fidelity

Capabilities

What the engine delivers.

◈
Full Probability Distribution
Not a single number. A histogram of 10,000 outcomes — see the shape of the risk, not just the average.
⟁
Confidence Scoring
Automatically computed from coefficient of variation. Know whether your scenario is tight or wide before you act.
▣
Immutable Run Archive
Every simulation is stored with an integrity hash. Audit exactly what inputs produced exactly what outcomes — forever.
◉
Multi-Metric Output
ROI, ROAS, profit delta, engagement totals, volume changes — each scenario type returns the metrics that actually matter for that decision.
◐
HMAC-Secured API
Every run call goes through SovereignIntegrity enforcement. Your financial models don't travel unprotected.
◍
Tenant-Isolated Storage
Simulations are scoped to your tenant ID. No cross-contamination, no shared history, no exposure.
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