THE ARTICLE 6 CLASSIFICATION HANDBOOK: A Practical, Defensible Methodology for EU AI Act Compliance

Why This Handbook Exists

The EU AI Act begins with one decision:

Is your system high-risk under Article 6?

Yet most organizations start everywhere except where the Regulation does. Teams focus on governance frameworks, harmonized standards, and upcoming guidelines-but none of these determine whether a system is high-risk.

Classification does.

This handbook provides a structured, defensible way to make that determination.

The Problem Article 6 Solves

Across SMEs, mid-market companies, and technical and legal teams, the same issues appear:

• Uncertainty about whether a system qualifies as high-risk
• Difficulty interpreting Annex III and the profiling override
• No reproducible method for documenting classification reasoning
• Waiting for guidance while compliance deadlines approach

This is not a knowledge problem. It is a methodology problem.

What This Handbook Provides

A complete, operational classification framework covering:

• Article 6(1) (safety components), Article 6(2) (Annex III pathway), and Article 6(3) (derogations)
• The profiling override and when it automatically triggers high-risk status
• Intended-purpose framing and system boundary determination
• Documentation logic aligned with Article 6(4) and Annex IV
• A step-by-step assessment structure that mirrors how regulators and auditors review classification decisions

48 pages of concentrated methodology, definitions, structured analysis frameworks, and reference materials-designed for real teams doing real classification work.

Educational only. Not legal advice or regulatory determinations.

Why Teams Should Not Wait

Guidelines will help, but they will not classify your systems for you.

Standards will mature, but they will not change what Article 6 requires.

Enforcement timelines may shift. Classification timelines do not.

Classification is tied to market placement, not penalties - and the documentation duty under Article 6(4) is required before a system is put into service.

Organizations who wait lose the ability to build defensible reasoning and compress their implementation timelines later.

Who This Handbook Is For

• Providers preparing to place AI systems on the EU market
• Deployers assessing influence thresholds and documentation duties
• Legal, compliance, and risk teams responsible for Article 6(4) reasoning
• Engineering and product leaders defining intended purpose and system boundaries
• Executives needing classification signals for roadmaps, budgets, and governance planning

If your organization must classify systems internally and defend those decisions, this handbook supports that work.

What This Handbook Is Not

To ensure proper use:

• It does not provide legal advice or compliance determinations
• It does not serve as a conformity assessment tool
• It does not replace sector-specific requirements outside Article 6
• It does not outsource classification responsibility

It provides a professional methodology-not an endorsement or guarantee.

Why This Matters

Misclassification is the most expensive error under the AI Act.

It affects governance, documentation, risk management, and audit exposure.

Uncertainty consumes far more time and resources than clarity ever will.

This handbook gives teams a structured, repeatable, defensible way to start where the Regulation starts - and make classification decisions they can stand behind.

Start where the Regulation starts. Start with Article 6.