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Control Tiers

Not every organisation needs all 46 controls on day one. Each control carries a Tier field in the Control Library. This page is generated from those fields, so it cannot drift from them.

  • Baseline controls are the ones to have before any AI system, agent or workforce AI use goes into production: know what is running and who owns it, give it identity and least privilege, enforce authority outside the model, keep logs, and be able to respond.
  • Advanced controls add depth for higher-risk use cases, regulated sectors, model builders and mature programmes: model and pipeline protection, fairness and rights assessment, supply-chain depth, resilience and assurance evidence.

The split is the author's judgement, not a requirement of any framework. A high-risk use case under the risk tiering can need an Advanced control early (for example, impact assessment for a system that decides on people). The ten controls used in the Builder Track are all Baseline.

Baseline (22 controls)

Control Name Family
AI-CTRL-001 AI Discovery Discovery and Workforce AI Use
AI-CTRL-002 Prompt Inspection Discovery and Workforce AI Use
AI-CTRL-005 Runtime AI Security Application Runtime
AI-CTRL-006 Agent Governance Agents and Tools
AI-CTRL-008 Auditability Detection and Response
AI-CTRL-011 AI Use-Case Registry and Risk Tiering Governance and Compliance
AI-CTRL-012 AI Policy, Roles and Acceptable Use Governance and Compliance
AI-CTRL-013 Privacy and Regulatory Compliance Governance and Compliance
AI-CTRL-014 Third-Party and Vendor AI Assurance Governance and Compliance
AI-CTRL-015 Human and Agent Identity Identity and Access
AI-CTRL-016 Least Privilege and Scoped Credentials Identity and Access
AI-CTRL-017 Data Protection in AI Pipelines Data and Retrieval
AI-CTRL-018 Retrieval Access Control Data and Retrieval
AI-CTRL-020 Output Handling Application Runtime
AI-CTRL-022 Deterministic Action Authorization Agents and Tools
AI-CTRL-023 Human Approval for Sensitive Actions Agents and Tools
AI-CTRL-024 Tool and MCP Server Governance Agents and Tools
AI-CTRL-025 AI Containment and Kill Switch Agents and Tools
AI-CTRL-027 Agent Execution Isolation Agents and Tools
AI-CTRL-033 AI Security Review and Release Gate Assurance and Testing
AI-CTRL-035 AI Incident Response and Forensics Detection and Response
AI-CTRL-036 AI Cost and Abuse Controls Cost and Abuse

Advanced (24 controls)

Control Name Family
AI-CTRL-003 File Upload Protection Discovery and Workforce AI Use
AI-CTRL-004 IDE AI Governance Discovery and Workforce AI Use
AI-CTRL-007 Data Sovereignty Governance and Compliance
AI-CTRL-009 SOC Integration Detection and Response
AI-CTRL-010 Policy Enforcement Discovery and Workforce AI Use
AI-CTRL-019 Knowledge Base Integrity Data and Retrieval
AI-CTRL-021 Multimodal and Voice Input Security Application Runtime
AI-CTRL-026 Agent Memory and Context Integrity Agents and Tools
AI-CTRL-028 Model Protection Model, Training and Pipeline
AI-CTRL-029 Training and Fine-Tuning Data Integrity Model, Training and Pipeline
AI-CTRL-030 ML Pipeline and Model Registry Security Model, Training and Pipeline
AI-CTRL-031 AI Supply Chain and AI-BOM Supply Chain, Infrastructure and Resilience
AI-CTRL-032 AI Infrastructure Hardening Supply Chain, Infrastructure and Resilience
AI-CTRL-034 Adversarial Testing and Continuous Evaluation Assurance and Testing
AI-CTRL-037 AI Risk Assessment and Exception Management Governance and Compliance
AI-CTRL-038 Control Assurance and Audit Evidence Assurance and Testing
AI-CTRL-039 Output Reliability and Content Safety Application Runtime
AI-CTRL-040 AI Service Resilience and Fail-Safe Operation Supply Chain, Infrastructure and Resilience
AI-CTRL-041 Fairness, Bias Testing and Explainability Assurance and Testing
AI-CTRL-042 Fundamental Rights and Data Protection Impact Assessment Governance and Compliance
AI-CTRL-043 Regulator and Authority Engagement Governance and Compliance
AI-CTRL-044 AI Literacy and Role-Based Competence Governance and Compliance
AI-CTRL-045 Human Oversight Design and Effectiveness Governance and Compliance
AI-CTRL-046 Intellectual Property and Copyright Governance Governance and Compliance