AI Governance for UK Businesses: A Plain-English Guide
AI governance without the jargon. What UK SMEs actually need to do in 2026 to deploy AI responsibly — GDPR, data residency, audit trails, EU AI Act exposure.
GDPR scope
All UK orgs
EU AI Act
If trading EU
Min docs
3
Cost to comply
£0–£2k
The playbook
- 1
Step 1 — Data residency policy
Decide where AI processes data (UK, EU, US). Document. UK-first is safest for SME GDPR exposure.
- 2
Step 2 — DPIA for high-risk uses
Run a Data Protection Impact Assessment for any AI handling personal data at scale. Template-based, 2 hours' work.
- 3
Step 3 — Audit logging
Every AI decision must be logged with input, output, timestamp, model version. Non-negotiable.
- 4
Step 4 — Human-in-loop for high-impact decisions
Hiring, credit, legal — never fully autonomous. Always a documented human review step.
- 5
Step 5 — Vendor due diligence
If using external AI APIs, get their data processing agreement, sub-processor list, and security cert. 30 minutes once per vendor.
What you walk away with
Frequently asked
Does the EU AI Act apply to UK businesses?+
Only if you offer AI-powered services to EU residents/businesses. If yes — high-risk classifications require conformity assessment.