Cyber Risk Quantification

Put cyber risk in the same language as investment.

“High risk” is not a budget argument. Quantification frames a specific cyber scenario, estimates how often it may occur and what loss could look like, then gives leadership a decision range for comparing mitigation, acceptance, transfer, and investment.

Decision model

Scenario + frequency + loss = a range leadership can reason about.

SCENARIO

What exactly happens?

Define the event tightly enough to estimate and compare.

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FREQUENCY

How often might it occur?

Use evidence, expert judgment, and explicit assumptions.

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LOSS

What could it cost?

Model response, downtime, liability, revenue, recovery, and other relevant consequences.

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DECISION RANGE

What is the risk worth doing about?

Compare treatment options using ranges, not false certainty.

Where quantification earns its keep

Use money when the decision is already about money.

INVESTMENT

Compare security initiatives by the risk they are expected to change, not by control count.

INSURANCE

Frame retained exposure, coverage choices, limits, deductibles, and transfer decisions.

ACCEPTANCE

Give executives a clearer basis for deciding whether residual risk is tolerable.

MATERIALITY

Support board and executive discussion around plausible financial and operational consequence.

MITIGATION

Compare alternative controls or architectures using expected change in the risk range.

No false precision

Uncertainty does not disappear because the output contains dollars.

A credible model makes uncertainty visible, documents assumptions, and shows what information would materially change the decision.

Questions before you buy

What buyers usually need clarified.

Do you promise an exact loss number?

No. Cyber risk contains uncertainty. The goal is a defensible range that improves a decision, not a false point estimate.

Can you quantify one specific scenario?

Yes. A bounded scenario is often the best use of quantification when leadership has a concrete investment, insurance, acceptance, or materiality question.

Is this only for boards?

No. CISOs, CFOs, risk committees, insurance stakeholders, and executive teams can use the model when financial comparison improves the decision.

How long does a CRQ engagement take?

Most engagements are scoped around one or a small number of defined scenarios and typically run several weeks, depending on evidence availability and stakeholder access.

What methodology do you use?

We use FAIR-aligned quantitative risk analysis, adapted to the scenario and available data, rather than a rigid one-size-fits-all model.

A bounded engagement

Stop asking leadership to fund “high risk.”

Bring us the scenario, investment choice, insurance question, or risk-acceptance decision. We will build the model around the decision that has to be made.

You do not need to diagnose the exact engagement before contacting us. Bring the pressure, milestone, or decision.

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