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Methodology

Regulatory Gate produces a decision, not just a document. This page explains, concretely, how that decision is reached — what the AI is allowed to draft, what a human always checks, when a second reviewer is brought in, and where the line sits between an indicative assessment and formal advice.

The review pipeline

  1. Intake. You answer structured questions about the product, its intended use, target markets and evidence you already have — the same questions whether you take the free Gate Snapshot or a paid Gate Decision/Strategy report.
  2. Regulatory screening. Your answers are screened against the frameworks that most often apply to a physical or connected product entering the EU: the General Product Safety Regulation, applicable CE-marking legislation, the Radio Equipment Directive, the Cyber Resilience Act, the Medical Devices Regulation, and the EU AI Act where relevant.
  3. AI-assisted drafting. An AI model drafts a first pass — the headline numbers for a free Snapshot, or a starting classification, requirement list and cost breakdown for a paid report. It only ever sees the product-related fields listed in the Privacy Policy — never your budget figures, contact details or uploaded documents.
  4. Expert review. Every draft — free or paid — is checked, corrected where needed, and released by a human regulatory expert before you see it. Nothing is released automatically. This is a technical constraint of the system, not just a promise: there is no path in the product that shows you an AI draft the expert step hasn't signed off.
  5. Senior review for the harder cases. Product categories that are more likely to be borderline or high-consequence — for example medical devices near the classification boundary, chemical mixtures, children's products, or any route the first reviewer flags as low-confidence — get a second, senior review before the report is issued.

Human sign-off

No decision with a legal or similarly significant effect on you is made by the AI alone. A human expert reviews, can correct, and decides what is actually released — the same standard stated in the Privacy Policy and enforced by the product itself, not just a policy on paper.

A Gate report is an indicative, expert-reviewed assessment — ranges and confidence levels, not a substitute for formal regulatory classification or legal advice. Where a route genuinely can't be determined with confidence from what you've told us, the report says so rather than guessing.

Independence

The assessment is not used to sell you a fix. If your product needs testing, certification, an EU Authorised Representative or similar downstream services, those are offered separately and transparently — never baked into the verdict, and never a reason to shade a classification one way or the other.

Conflicts of interest. A reviewer who has a personal or financial interest in a specific outcome for a case does not review that case. This standard applies to every report we issue.

Who reviews your assessment

Every Snapshot and report passes through a regulatory expert before release, and complex or low-confidence cases get a second, senior review, as described above. Individual reviewer profiles — names, qualifications and scope of expertise — are being finalized and will be published on this page.

Methodology · Regulatory Gate