The AI Risk Classification Agent
Classify an AI system under the EU AI Act risk framework — unacceptable, high, limited, or minimal — with an Annex III category mapping and a defensible rationale citing the relevant provisions, on infrastructure you control.
Risk tiering is the first EU AI Act step — and the easiest to get wrong
Every EU AI Act obligation flows from one question: what risk tier is this system? Get it wrong and you either over-invest in compliance you don’t need or miss high-risk duties entirely. Doing it by hand means re-reading Annex III for every system.
Everything depends on the tier
High-risk systems carry the heavy obligations; misclassify and your whole compliance posture is built on sand.
Annex III is dense
Mapping a real system to Annex III categories and Article 6 takes legal-grade reading every single time.
Inconsistent judgments
Different reviewers reach different tiers for similar systems, and none of it is documented defensibly.
No paper trail
When a regulator asks "why did you classify it this way?", an undocumented gut call is not an answer.
Defensible risk classification, grounded in the regulation
Classify
A Tier With a Reason
Unacceptable, high, limited, or minimal.
From a structured description of the system, the agent assigns an EU AI Act risk tier and explains why — not just a label but the reasoning that supports it, ready for review by your compliance function.
- Four-tier EU AI Act classification
- Reasoning, not just a label
- Consistent across systems
- Built for human review and sign-off
With reasoning
Map
Annex III Category Mapping
Pinpoint the relevant high-risk use.
For systems that may be high-risk, the agent maps to the specific Annex III categories and Article 6 conditions that apply, so the classification is precise rather than a vague "probably high".
Article 6 conditions
Defend
A Citation-Backed Rationale
Ready for an auditor.
Every classification comes with a rationale citing the relevant EU AI Act provisions — a defensible record you can put in front of an auditor or regulator. It runs on-premise so system details never leave your control, with the full trail logged.
Provisions referenced
Where risk classification pays back
AI System Inventory
Classify every AI system in your estate so you know which carry high-risk obligations and which don’t.
New-System Intake
Tier each new or procured AI system at intake, before it ships, so obligations are known up front.
Procurement Screening
Assess vendor AI systems against the EU AI Act risk framework as part of due diligence.
Annex III Mapping
Pinpoint exactly which Annex III high-risk category a system falls under, and why.
Audit Preparation
Produce a defensible, citation-backed rationale for each classification ahead of an audit.
Re-classification
Re-tier systems when their purpose or context changes, keeping the inventory current.
What changes after rollout
Questions about the AI Risk Classification Agent
What is an AI risk classification agent?
It is an AI governance agent that classifies AI systems under the EU AI Act risk framework — unacceptable, high, limited, or minimal — maps high-risk systems to the relevant Annex III categories and Article 6 conditions, and produces a defensible rationale citing the regulation. VDF’s agent runs on your own infrastructure so system details stay private.
Why does risk classification matter so much?
Every other EU AI Act obligation depends on the tier. High-risk systems trigger the heavy duties — risk management, documentation, transparency, record-keeping. Getting the tier right is the foundation of the whole compliance program.
Does it replace legal review?
No — it accelerates it. The agent produces a consistent, citation-backed first-pass classification and rationale that your compliance and legal functions review and sign off, rather than re-reading Annex III from scratch each time.
How is the classification defensible?
Each output includes a rationale citing the relevant EU AI Act provisions and an Annex III mapping where applicable, giving you an auditable record to show a regulator instead of an undocumented judgment.
Is it part of a larger toolkit?
Yes. It’s one of VDF’s EU AI Act agents alongside governance policy, Annex IV documentation, transparency notices, record-keeping, training, and code scanning — see the AI Governance Agents hub.
Agents that work well alongside this one
Related resources
Start your EU AI Act program with a defensible classification
See the AI Risk Classification Agent tier your systems with an Annex III mapping and cited rationale.