Best practices for ongoing ISO 42001 compliance (surveillance, change, and monitoring)

After certification, your AIMS must keep pace with new models, vendors, and regulations. Ongoing ISO 42001 compliance is continuous governance—not an annual folder refresh.

Related: SecureSlate ISO 42001 certification · Collection

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Key takeaways

• Treat model releases like product releases (risk review, approvals, monitoring).
• Run management review on a fixed cadence with metrics.
• Maintain surveillance audit readiness year-round.
• Map legal changes (e.g., EU AI Act) to control updates.

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Best practices

1. Living inventory of AI systems, owners, and data sources
2. Automated monitoring for drift, incidents, and access anomalies
3. Quarterly internal control testing on high-risk AI
4. Vendor AI reviews when subprocessors change models
5. Training refresh when roles or tools change

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Managing AI change

For each material change document:

• Risk assessment update
• SoA impact (if applicable)
• Pre-production validation results
• Rollback and incident playbooks

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SecureSlate

Maintain AIMS evidence continuously

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Disclaimer (legal note)

Informational only—not legal advice.