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DATA ASSET VALUATION

Scenario simulation for data assets

How KRYOS uses scenario simulation to produce defensible bands, surface dominant sensitivities, and stress assets against adversarial cases.

CFO · CDO · Investor · CRO · 8 min

Inputs

Layer parameters with distributions, rights states, demand curves, obsolescence schedules, and adversarial scenarios from the red-team.

Outputs

P10·P50·P90 band, dominant sensitivities (the parameters the band is most sensitive to), and stress survival under explicit adversarial cases.

Use in the binder

The simulation run is reproducible and audit-traceable. It travels in the binder and is re-run on refresh.

Frequently asked

Questions buyers actually ask.

Is the simulation quantum-powered?

It is quantum-inspired in technique; runs on classical hardware. We do not market quantum speedup claims.

How long does a run take?

Minutes to hours per asset depending on parameter complexity; the cost is dominated by evidence preparation, not compute.

Is it deterministic?

Reproducible against a fixed seed and input set; that is the definition that matters for audit.

Can we run our own scenarios?

Yes - the simulation layer accepts entity-defined scenarios and reports them alongside the standard ones.

Engagement

Begin with a forensic data asset assessment.

A focused engagement that maps your data estate, scores assets against KRYOS frameworks, and produces a board-ready brief on what to recognize, value, productize, and capitalize.