Regulatory Intelligence
& Advisory
We analyse regulatory developments, interpret their implications, and advise on implementation, market access, ongoing compliance and remediation.
Principal focus: European regulation · International perspective
Law
Technology
Standards
Markets
Our approach
Regulatory frameworks do not develop in a straight line. Interpretation, implementation, standards, supervision and practical experience can reshape how a framework operates and how it develops next.
Insight
Analysis
Implementation
Progress
People
Regulation
Markets
Real impact
About OSTRAI
OSTRAI examines regulatory frameworks in their wider legal, policy, technical and institutional environment.
Our work considers how requirements are shaped, how they interact with adjacent regimes, the role of standards and conformity mechanisms, and how regulatory obligations develop through implementation, ongoing operation, remediation and subsequent change.
Our perspective is informed by regulatory advisory and implementation work together with direct participation in relevant European standardisation activities.
About OSTRAIRegulatory intelligence
Analysis, perspectives and updates at the intersection of law, technology, standards and markets.
The EDPB’s draft Guidelines 03/2026 clarify how GDPR applies to web-scraped personal data used for generative AI, from lawful basis and transparency to minimisation, sensitive data and technical safeguards.
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Article 50 transparency obligations now apply to relevant AI systems, while certain third-country GPAI providers must separately address Article 54 EU Authorised Representative requirements.
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What the CRA standardisation journey reveals about the growing role and persistent tensions of European ICT standards in regulatory implementation.
Read moreWe help organisations navigate complex regulatory landscapes and turn them into opportunities for responsible growth.
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Regulation
In context