Notified Bodies do not care whether you used AI. They care whether your documentation is compliant, consistent, traceable, and defensible.
Under EU legislation such as the Medical Device Regulation (MDR), Machinery Regulation, or Low Voltage Directive, a Notified Body is an independent conformity assessment organization designated by an EU Member State to assess whether products meet regulatory requirements.
Examples include:
TÜV SÜD
BSI Group
DEKRA
SGS
Their role:
Audit your QMS
Review your Technical Documentation
Verify risk management
Ensure standards alignment
Assess clinical or safety evidence (where applicable)
They assess evidence and process integrity — not writing tools.
There is no EU-wide prohibition on AI-assisted documentation and it is not expected.
Neither the MDR nor other CE legislation currently prohibits:
AI-assisted drafting
AI-generated first drafts
Prompt-based risk analysis drafting
What matters is:
✔ Accuracy
✔ Consistency
✔ Traceability
✔ Correct application of harmonised standards
✔ Proper validation
Can you show:
Source of regulatory requirements?
Link between hazards → risks → mitigations?
Standard clauses correctly applied?
If AI generates generic, non-standard-specific language, that’s a red flag.
AI hallucinations are a serious risk.
If your documentation:
References incorrect clauses
Cites withdrawn standards
Misinterprets Annex requirements
Mixes regulatory frameworks
You will get nonconformities.
This is where it gets interesting.
Under ISO-based QMS systems (e.g., ISO 13485), auditors increasingly ask:
How do you control AI usage?
Who validates AI output?
Is there documented review?
Are prompts controlled?
Is version control maintained?
They don’t reject AI — they reject uncontrolled processes.
From industry feedback and regulatory discussions:
🚩 Perfectly structured but technically shallow risk files
🚩 Overly generic hazard lists
🚩 Language that mirrors public guidance too closely
🚩 Incorrect standard citations
🚩 “Copy-paste feel” across product families
🚩 No evidence of engineering judgement
AI-generated content often has identifiable patterns.
If used properly, AI can improve:
✔ Consistency across documents
✔ Structured formatting
✔ Early hazard identification brainstorming
✔ Gap analysis
✔ Cross-checking requirement coverage
If you can demonstrate:
AI-assisted drafting + expert validation + documented review process
You appear modern and controlled — not reckless.
There is increasing awareness of AI governance under the EU AI Act.
While this Act does not directly regulate CE documentation drafting, it increases scrutiny around:
Risk management
Governance
Transparency
Human oversight
This influences regulatory culture.
They worry about:
Loss of engineering judgement
Companies relying blindly on AI
Reduced internal competence
Documentation inflation without substance
“AI-written compliance theatre”
In high-risk sectors (medical devices, machinery with safety functions), expect closer scrutiny.
To stay audit-safe, companies should:
Document an AI Usage Procedure in their QMS
Require human validation before release
Maintain version control
Keep prompt templates controlled
Verify all standard references manually
Prohibit AI from inventing regulatory citations
Perform final clause-by-clause conformity check
If they do this, AI use becomes low-risk.
Notified Bodies do not reject AI-generated documentation.
They reject:
Inaccurate documentation
Uncontrolled processes
Weak risk analysis
Missing traceability
If AI degrades quality → nonconformity.
If AI improves structure but remains controlled → acceptable.