QER - Quantum Exposure Risk
Pre-pilot. Open for one design partner.

Every number here is either cited or labeled a guess.

QER prices Harvest-Now-Decrypt-Later exposure for cyber insurers: the risk that encrypted data intercepted today is decrypted once a quantum computer exists. It is a competing-risks model built around three clocks, not a black box.

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Three clocks, one race

An insured's data is exposed only if a quantum computer arrives before the insured finishes migrating to quantum-safe cryptography, and before the data's retention window closes. Move the migration-maturity control below; the model recalculates live, in your browser.

Quantum still hasn't arrived Migration still incomplete Data retention window
Exposure probability: — Quantum scenario: central  ·  Enterprise size: medium  ·  Retention: 15y

provenance

What's borrowed, what's ours

The inputs are not invented. The method that turns them into a price is.

ComponentSource
Quantum arrival timelineGRI / evolutionQ, 2025 surveyborrowed
Migration maturity levelsCAMM, Hochschule Darmstadt, 2022borrowed
Migration duration by sizeCampbell, Computers, 2026borrowed
Breach severity weightingUK ICO, 2019–2025borrowed
Competing-risks scoring method original
Relativity pricing bridge original
Portfolio systemic-risk curve original
26.4 / 100
worked example — medium enterprise, central scenario

A mid-sized insurer holding health data at low migration maturity scores 26 under central assumptions: a modest premium loading, not a decline. The same account at a higher maturity level scores materially lower without changing a single dollar of value at risk, by design.

status

Where this actually stands

Every input above is either sourced to a named, checkable reference, or explicitly labeled an unvalidated placeholder: it is not claimed to be more certain than it is. What QER cannot do yet is validate against real losses, because no Harvest-Now-Decrypt-Later claim has been paid anywhere in the market to validate against. That is the gap a design partner closes.