Methodology
Regulatory Signals is a compliance evidence collection and gap analysis tool. This page explains what we scan, which frameworks we check against, how we derive confidence scores, and — critically — where our output ends and qualified legal review begins.
What we are
- A regulatory signal monitoring tool
- A technical evidence gathering layer
- A compliance gap identification service
- A draft documentation generator for legal review
- A continuous monitoring system for compliance drift
What we are not
- A law firm or legal advice provider
- A certification or accreditation body
- A guarantee of regulatory compliance
- A substitute for qualified legal counsel
- An official regulator or enforcement authority
Regulatory Sources
Scraped and indexed on a daily refresh cycle
European Union
European Union
United Kingdom
France
Germany
Ireland
European Union
European Union
European Union
Compliance Frameworks
Specific articles and obligations checked per scan
Scope: Any organisation processing personal data of EU/EEA residents
Scope: Providers and deployers of AI systems in the EU market. Enforcement begins August 2, 2026.
Scope: Businesses processing personal data of California residents above defined thresholds
Scope: Financial entities and their ICT service providers operating in the EU
Confidence Model
How we score classification certainty and when we flag for review
Every AI system scan produces a confidence rating alongside the risk classification. This reflects how certain the analysis is, not how severe the risk is. Medium and low confidence results are always flagged for human review — we apply a conservative bias, classifying up when ambiguous between adjacent risk levels.
Human Review Process
- 1
Scan & classify
Regulatory Signals scans your website or GitHub repository and generates a technical evidence report and risk classification.
- 2
Review findings
Your team reviews the gap analysis. High-confidence findings can be prioritised. Medium/low-confidence findings are explicitly flagged for deeper review.
- 3
Generate draft documents
Use the generated policy drafts as a starting point. These are tailored to your actual technical footprint — not generic templates.
- 4
Legal counsel signs off
A qualified attorney reviews, edits, and approves all documents before use. Regulatory Signals provides the evidence; your legal team provides the judgment.
- 5
Monitor for drift
Continuous monitoring alerts you when new trackers appear, your compliance score drops, or new regulatory signals are published that affect your classification.
Known Limitations
Jurisdiction nuance: Regulatory interpretation varies by member state and sector. Our framework checks cover the primary articles; local guidance from national DPAs may impose additional requirements not captured here.
Dynamic websites: Scanner accuracy depends on the state of the site at scan time. Single-page apps, A/B tests, and geo-targeted content may produce different results on different runs.
Code analysis depth: AI system scans analyse repository structure and dependencies. Proprietary model weights, internal APIs, and obfuscated code cannot be inspected.
Regulatory lag: We publish signals within 24–48 hours of source publication. Urgent guidance or enforcement decisions may not be indexed immediately.
No certification: A scan result, compliance score, or generated document does not constitute certification of any kind under any regulation.
Questions about our approach?
We publish our source list and framework coverage publicly. If you believe a source or article is missing, reach out.