Beacon Insights
The Compliance Engineering Blog
Deep dives into regulatory enforcement actions, AI compliance engineering, and upstream intelligence strategies.
AI Governance
May 24, 20266 min read
Silent Drift: The Multi-Million Euro Gap Between Fiddler and Vanta
When data scientists see model drift, they see a performance issue. When regulators see it, they see a GDPR Article 28 violation. Here's why runtime observability must be directly wired to your GRC platform.
Alex V.Read
Enforcement Watch
May 12, 20268 min read
Anatomy of a Fine: Breaking Down the CNIL's €950K Action on AI Bias
The French DPA didn't just fine a healthcare AI provider for bias—they fined them for lacking a documented, auditable risk management system. We reconstruct the timeline of their failure.
Sarah J.Read
Financial Services
April 28, 20265 min read
DORA Article 9: Why German Banks Are Failing Basic ICT Access Controls
BaFin recently levied a €4.2M fine under DORA Article 9. The underlying issue wasn't a cyber breach—it was manual spreadsheet-based access control tracking that failed under audit scrutiny.
Marcus T.Read