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Risk Magnitude

Real VMI Scoring, Spend Optimization & Loss Modeling -- All Live.

Your Vivid Maturity Index (VMI) is calculated directly from your real assessment answers. An exact 0/1 knapsack solver finds the highest-VMI-point-gain remediation plan within your budget -- not a greedy approximation. A real 10,000-iteration Monte Carlo simulation turns your own frequency and cost estimates into a full loss distribution, not a single guessed number, with real GDPR (Art. 83) and NIS2 (Art. 34) fine ceilings cited alongside it. What is still roadmap: the EU AI Act statutory ceiling, since we have not yet verified that figure against primary regulatory text.

What it does

VMI Scoring (Live Today)

Your Vivid Maturity Index is calculated from your real assessment answers, not simulated.

Remediation Spend Optimizer (Live Today)

An exact 0/1 knapsack, solved via bounded dynamic programming, allocates your budget for the highest real VMI-point gain -- not a greedy sort.

Financial Loss Estimator (Live Today)

A real Monte Carlo simulation (Beta-PERT frequency x LogNormal magnitude, 10,000 iterations) over your own estimates, with real, cited GDPR and NIS2 fine ceilings shown alongside it.

Why it matters

  • Real VMI scoring, available today.
  • Exact remediation-budget optimization, available today.
  • Real Monte Carlo loss simulation over your own estimates, available today.
  • Real, cited GDPR (Art. 83) and NIS2 (Art. 34) fine ceilings, available today -- the EU AI Act ceiling remains roadmap until independently verified.

See the rest of what we build