ISO 27001 Migration Guide for AI/ML Companies | Scalable Security
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Key Compliance Highlights
Transitioning from SOC 2 to ISO 27001: Leveraging shared controls
Mapping AI model weights and training data into the ISMS Asset Register
Risk assessment workflows for generative AI and LLM deployments
Annex A control implementation for high-compute environments
Continuous compliance: Moving from annual audits to real-time monitoring
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Establish Your Audit Baseline
Get your readiness score, identify critical gaps, and unblock enterprise deal velocity in under 2 minutes.
Frequently Asked Questions
Does ISO 27001 cover AI-specific risks$2
While generic, ISO 27001:2022 allows you to define custom risk treatments. We recommend supplementing it with ISO 42001 for full AI governance.
How long is the migration process for an AI startup$3
If you already have SOC 2, migration can be completed in 3-5 months. From scratch, expect 6-9 months.
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Disclaimer: Compliance costs and timelines are estimates based on market benchmarks (AICPA fee surveys, vendor pricing indices 2025). Actual auditor fees and internal effort will vary based on your specific control environment, system complexity, and auditor selection. Consult with a qualified CPA for a formal statement of work.