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 |