Simulate kernel What-if scenario matrix → risk band + recommendation
Takes a proposed action, weighted impact dimensions, discrete scenario probabilities (best/likely/worst), and user-provided estimates. Computes probability-weighted expected value per dimension, a risk band (low · medium · high · critical), constitutional constraint flags, and a concrete recommendation. Not ML — a deterministic rubric over the estimates you supply. The kernel computes; domain knowledge is yours.
Live demo — try a scenario
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Full output (JSON)
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What this kernel does: Computes EV = Σ(probability × impact) per dimension. Risk band = fraction of total weight with negative EV. Constitutional flags search for dimension-mentions in your constraint string and check worst-case impacts against numeric thresholds in it. What it does NOT do: NOT ML, NOT "thousands of parallel simulations". The kernel applies probability arithmetic to YOUR estimates — it does not generate forecasts, contact external systems, or guarantee any outcome. EcoCloud computes the analysis; the operator provides the domain knowledge.
Source: flowdesk-simulate-kernel.js · All 42 kernels →