AI Governance Framework for SMEs: 6 Building Blocks
TL;DR
- 6 building blocks: AI policy, AI inventory, assessment process, AI literacy, monitoring + incident plan, annual audit
- Aligned with NIST AI RMF and ISO/IEC 42001 (AI management system standard)
- EU AI Act ready: covers Art. 4 (literacy), Art. 26 (deployer duties), Art. 27 (FRIA preparation)
- Implementation effort: 5-10 person-days for 50-employee SME with 3-5 AI tools
- ISO 42001 certification optional but increasingly demanded by enterprise buyers
1. AI policy (top-level)
A management statement on AI use covering values, principles, prohibited use cases, accountabilities, and exception process. One to three pages, signed by the managing director, communicated to all employees. Reference Art. 4 EU AI Act and the company's risk appetite.
2. AI inventory with risk classification
List every AI tool in use with risk classification (prohibited / high / limited / minimal under EU AI Act). Include Provider/Deployer role, data types processed, business owner, and Annex III mapping. Update quarterly.
3. AI assessment process
Before any procurement: risk assessment, data-protection check, bias check, AUP compatibility. Use a one-page intake form with sign-off by IT, DPO, and the business owner. Block deployments that fail prohibited-practice screening.
4. AI literacy training
Art. 4 EU AI Act compliant curriculum (since Feb 2, 2025). 8-module structure: AI basics, EU AI Act overview, prohibited practices, day-to-day use, high-risk awareness, transparency Art. 50, GPAI tools, knowledge quiz with certificate. Refresher annually.
5. AI monitoring and incident plan
Output quality control (sample 10% of high-impact outputs), bias re-tests for HR and credit AI, incident escalation path. Define what counts as a "serious incident" under Art. 73 EU AI Act and how to report it within 15 days.
6. Annual AI audit
Internal audit covering all five preceding building blocks. Sign-off by managing director. Optional: certify the AI management system to ISO/IEC 42001 to satisfy enterprise procurement requirements.
Summary
An SME-grade AI governance framework can be implemented in 5-10 person-days and covers Art. 4, Art. 26, and FRIA preparation in one consistent structure. ISO/IEC 42001 alignment future-proofs against enterprise procurement demands and serves as compliance presumption for many EU AI Act controls.
Frequently Asked Questions
Is ISO 42001 mandatory?
Is the NIST AI RMF free?
Sources
- Regulation (EU) 2024/1689 — EU AI Act (Art. 4 literacy, Art. 26 deployer duties, Art. 27 FRIA, Art. 73 incidents) (As of: 2026-05-02)
- EU AI Act Art. 4 — AI literacy (As of: 2026-05-02)
- European Commission — GPAI Code of Practice (As of: 2026-05-02)