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Built around the UK AI Security Institute Alignment Project standards (2026), EU AI Act requirements, and NIST AI RMF.\n\n## What This Skill Does\n\nWhen activated, the agent performs a structured safety audit of your AI deployment:\n\n1. **AI System Inventory** — Catalogs all AI models, agents, and automated decision systems in use\n2. **Risk Classification** — Maps each system to EU AI Act risk tiers (Unacceptable/High/Limited/Minimal)\n3. **Safety Controls Assessment** — Evaluates 30 controls across 6 domains\n4. **Gap Analysis** — Identifies missing safeguards with severity and remediation cost\n5. **Compliance Roadmap** — Generates a prioritized 90-day action plan\n\n## 6 Audit Domains (30 Controls)\n\n### 1. Model Governance (5 controls)\n- Model registry with version tracking\n- Access control and deployment permissions\n- Update and rollback procedures\n- Vendor risk assessment for third-party models\n- Model retirement and data deletion policy\n\n### 2. Data Protection (5 controls)\n- Data residency and sovereignty mapping\n- PII detection and handling in AI pipelines\n- Training data provenance documentation\n- Data retention aligned with AI lifecycle\n- Cross-border data transfer compliance\n\n### 3. Output Safety (5 controls)\n- Hallucination detection and mitigation\n- Bias testing across protected characteristics\n- Content filtering for harmful outputs\n- Confidence scoring and uncertainty flagging\n- Human-in-the-loop for high-stakes decisions\n\n### 4. Security (5 controls)\n- Prompt injection defense\n- Model extraction prevention\n- API rate limiting and abuse detection\n- Adversarial input testing\n- Supply chain security for AI dependencies\n\n### 5. Monitoring & Observability (5 controls)\n- Real-time output quality tracking\n- Drift detection (data and model)\n- Incident logging and alerting\n- Performance degradation monitoring\n- Cost tracking per AI workflow\n\n### 6. Organizational Readiness (5 controls)\n- Named AI safety officer\n- Staff training program with completion tracking\n- Board-level AI risk reporting\n- Incident response playbook\n- Third-party audit schedule\n\n## Scoring\n\nEach control scores 0-3:\n- **0** — Not implemented\n- **1** — Partially implemented, no documentation\n- **2** — Implemented with documentation\n- **3** — Implemented, documented, tested, and audited\n\n**Total: 90 points max**\n- 0-30: Critical risk — stop deploying until gaps are addressed\n- 31-55: High risk — remediate within 30 days\n- 56-75: Moderate risk — address within 90 days\n- 76-90: Strong posture — maintain and iterate\n\n## Regulatory Mapping\n\n| Framework | Status | Key Requirements |\n|-----------|--------|-----------------|\n| EU AI Act | Enforcing 2026 | Risk classification, conformity assessment, transparency |\n| UK AI Safety Institute | Active 2026 | Alignment testing, frontier model evaluation |\n| NIST AI RMF | Published | Govern, Map, Measure, Manage lifecycle |\n| ISO 42001 | Published | AI management system certification |\n| SOC 2 + AI | Emerging | Agent-specific controls (CC6/CC7/CC8) |\n\n## Cost Benchmarks\n\n| Company Size | Full Audit Cost | Annual Compliance | Non-Compliance Risk |\n|-------------|----------------|-------------------|-------------------|\n| 15-50 employees | $8K – $20K | $18K – $45K | $200K+ |\n| 50-200 employees | $20K – $55K | $45K – $120K | $500K – $2M |\n| 200-1000 employees | $55K – $150K | $120K – $400K | $2M – $10M |\n\n## Output Format\n\nThe agent delivers:\n1. **Executive Summary** — Overall score, top 3 risks, recommended actions\n2. **Detailed Scorecard** — All 30 controls with scores and evidence\n3. **Gap Analysis** — Missing controls ranked by risk severity\n4. **90-Day Roadmap** — Phased remediation plan with cost estimates\n5. **Board Report Template** — One-page summary for leadership\n\n## Industry Adjustments\n\nThe audit adjusts control weighting based on industry:\n- **Healthcare**: Output safety and data protection weighted 2x\n- **Financial Services**: Model governance and monitoring weighted 2x\n- **Legal**: Output safety (hallucination) weighted 3x\n- **Manufacturing**: Security and monitoring weighted 2x\n- **Government/Defense**: All domains weighted equally at maximum\n\n---\n\n## Go Deeper\n\n- **[AI Revenue Leak Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/)** — Quantify what safety gaps cost your business\n- **[Industry Context Packs ($47)](https://afrexai-cto.github.io/context-packs/)** — Pre-built compliance frameworks for your specific vertical\n- **[Agent Setup Wizard](https://afrexai-cto.github.io/agent-setup/)** — Deploy agents with safety controls from day one\n\n### Bundles\n- AI Playbook — $27\n- Pick 3 Industries — $97\n- All 10 Industries — $197\n- Everything Bundle — $247\n","readmeExcerpt":"AI Safety Audit Comprehensive AI safety and alignment audit framework for businesses deploying AI agents. 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