Dániel Váczi

Shadow AI can expose more than personal data. Learn why compliance evidence needs controlled AI processing, limited access, traceability, and human oversight.

Giving an AI system access to a few policies is one problem. Giving it access to thousands of pages of documentation, hundreds of screenshots, spreadsheets, technical exports, and tens of thousands of log entries is a completely different one. This is where many discussions about AI in cybersecurity compliance become too simplistic. The challenge is not just whether a large language model is capable of understanding a document. The bigger question is whether the system can consistently find...

Artificial intelligence can analyze hundreds of compliance documents, find information related to cybersecurity requirements, connect evidence from different sources, and help professionals identify potential gaps. That makes AI particularly interesting for cybersecurity compliance and audits, where a significant amount of time is spent finding, organizing, reviewing, and interpreting information. But there is an important boundary. AI can help determine where to look and what deserves...