AI for Dutch municipalities: start with reviewable work

Start with work an officer can check

AI can help prepare information for municipal staff. It should be clear which task is being supported, which sources were used and who remains responsible for the decision. The examples below are pilot ideas, not verified customer outcomes.

Three practical starting points

1. Permit preparation: check for missing documents and link observations to the policy version used. An authorised officer assesses the application and makes the decision. See the permit-review workflow guide.
2. Service routing: propose a topic or destination for an incoming question. Staff review uncertain or sensitive cases; the proposal must not determine entitlement to a service.
3. Policy search: find and summarise relevant council documents with citations and dates. Flag conflicting or superseded material.

Agree the controls before live data

The municipality determines the purpose and lawful basis, permitted sources, access and retention. It assesses the need for a DPIA and the applicable AI Act requirements. A service that determines eligibility or significantly affects a person needs a different assessment from document search.

Use the current BIO2 baseline in the security review. The BIO2 guide explains why older BBN labels or the supplier's hosting location cannot substitute for an assessment of the actual service.

Measure the whole process

Begin with synthetic or appropriately authorised records. Compare preparation and correction time, missed information and incorrect flags with the existing process. Include the officer's review effort and document what the pilot cannot establish.

For a NeuroCluster engagement, agree the available integrations, operating boundary, responsibilities and success criteria before connecting live municipal systems. No automatic permit decision or BIO certification is promised.

Sources and review date

Checked on 15 October 2026. Primary guidance: BIO2, GDPR and AI Act classification rules.