AIRAS guide
ARIE Explained
How deterministic regulatory reasoning works and why it matters.
Download the PDF
The problem
AI Act classification decides which obligations apply. Opinions vary and black-box scoring cannot be defended to a regulator.
How AIRAS solves it
- 1Guided questions capture the facts about each system.
- 2Prohibited practices are checked first, then high-risk categories.
- 3Each conclusion maps obligations and the evidence they need.
- 4A full, versioned reasoning trace accompanies every result.
Worked example
A fictional bank's creditworthiness model is assessed as a deployer use, flagged for high-risk review, and mapped to oversight, logging and data-governance obligations with a 14-step trace.
Fictional organisation. Illustrative only, not legal advice.
Your checklist
- Same facts, same answer
- Every step explained
- Ruleset version recorded
- Human sign-off required
Questions buyers ask
- Is ARIE legal advice?
- No. It is structured reasoning that supports your people's decisions.
- Can it plug into our GRC tool?
- Yes, ARIE is available as its own product.
- Does it make the decision?
- No. A named human always decides.
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