Versatile AI Risk Assessment

Planning mitigationsMitigationsSVG

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. Empty cells contain no catalogue mitigation for that combination. Assess whether your system needs additional measures based on its context of use.

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.

Further analyses

The same data, a different question

The other nine analyses, searchable and filterable by perspective like the overview; those of the same perspective first.

Show filters
No filter set, the list shows the complete collection.9 of 9 further analyses

Planning mitigations

Ownership

What types of mitigations are there?

Understanding threats

Lifecycle

When does which risk arise?

Placing your own system

System context

Which threats affect my system?

Checking frameworks and evidence

Coverage gaps

What does my framework not reach?

Checking frameworks and evidence

Evidence base

What is this based on?

Checking frameworks and evidence

Framework mappings

Where is this anchored professionally and legally?

Overview of all ten analyses with all filters

Related
Threat catalogue

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

To the catalogue
EU AI Act quick check

Six questions along the EU AI Act and a deadline plan with the obligations that apply to your system.

To the quick check
Obligations compass

Choose a role and a risk class and see which EU AI Act obligations apply from when, with legal reference and evidence.

To the obligations compass
Assess it yourself

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

To the live demo