Versatile AI Risk Assessment

Effect class and implementation level of the 265 mitigations

Every mitigation in the catalogue carries an effect class and at least one implementation level. The matrix counts how many mitigations fall into each combination. Dense cells show where the catalogue is well covered; empty cells show where your own organisation needs its own answers.

Who it is for: For security and control ownership

Effect matrix

265 mitigations in this scope. Densest cell: Preventive at level Application, API & agents with 112 mitigations. 8 of the 35 cells remain empty.

Effect DataModel & trainingApplication, API & agentsInfrastructureUse & operationsOrganizationSupply chain Total
Preventivetakes effect before the attack succeeds 174
Detectivemakes the event visible 114
Impact-limitinglimits the damage that occurs · · 36
Correctivecorrects the faulty state · · 4
Restorativerestores operation · · · · 4
Total 616816649913817 265

Select a cell of the matrix to see the mitigations behind it.

The file shows the current state including any filters and carries the note, catalogue version and source.

The numbers describe the coverage of the catalogue, not the maturity of an organisation. A mitigation with several effect classes or levels appears in every cell that applies; the row and column totals, by contrast, count it only once. A total can therefore be smaller than the sum of its cells.

Versatile AI Risk Assessment is an aid for structuring AI risks and making them transparent. It does not replace legal or professional advice and makes no binding decisions.

Planning mitigations

The same data, a different question

Where mitigations take hold, at which level they act and which part of the organisation has to implement them.

  1. Preview of the analysis: Ownership Ownership Who has to act? For leadership, security ownership and anyone who has to assign responsibilities
Understanding threats
Placing your own system
Checking frameworks and evidence

Overview of all ten analyses

Related
Threat catalogue

All 52 threats in full: description, impact, example, mitigations and verified sources.

To the catalogue
EU AI Act quick check

Four short sections along the EU AI Act for a first, non‑binding orientation of your system.

To the quick check
Assess it yourself

The full assessment with system context, threat selection and evidence tracking, free of charge in the browser.

To the live demo