Published methodology
In productionModel, dimensions, and limits documented under an open license, with a citable DOI.
Risk and compliance
The question that reaches a risk team is not what the score is. It is how it was produced, what it was compared against, on what date, with what coverage, and what it explicitly does not conclude. A methodology that a third party cannot read does not support a decision recorded in minutes.
What is at stake
IEQ's methodology is published and citable: technical report 2026-S1 covers 39,903 organizations across 17 sectors under a CC-BY license, with a permanent DOI. The index's formal basis is available as a preprint on arXiv. The method is auditable without being reproducible: weights and calibrators remain proprietary.
Limitation: The published base and the operational base are distinct collections with distinct cutoffs. Neither is a sample of the other, and results from one do not add to the other.
Open the sourceModel, dimensions, and limits documented under an open license, with a citable DOI.
Source, cutoff date, run, population, and coverage accompany every value presented.
Comparison always against aggregates, with the anonymity floor stated.
What the assessment does not conclude is part of the deliverable, not a footnote caveat.
What it depends on
Observed
Public collection saw
Calculated
The IEQ engine derived
Inferred
The model estimated
Out of scope
Other evidence decides
What this comparison is measured against
Limits of the comparison
Boundary
Where measurement ends
Measurement ends at: the technical change in the environment. Measuring exposure does not reduce it: reduction requires changing configuration, replacing certificates, switching negotiation policy, or migrating libraries — work carried out by the organization's own teams and suppliers.
This readout delivers
After the change, GWK
Not included
The methodology is published under an open license and can be reviewed by your team before any commercial conversation. If you would rather discuss how it applies to your context, that is what the technical session is for.