The EU AI Act Is Now Live

The EU AI Act came into full effect this year. Most coverage focused on the restrictions. The more important story is what it requires operationally from any business deploying AI systems at scale.

High-risk AI applications now require documented risk assessments, human oversight mechanisms, and audit trails. For businesses using AI in hiring, credit decisioning, or customer-facing automation, the compliance burden is real and immediate.

What Needs to Change

AI systems need to be documented as systems, not just tools. That means knowing what data they were trained on, what decisions they influence, and who is accountable when something goes wrong. Most businesses deploying AI today cannot answer all three questions.

The Practical Implication

Compliance is no longer a legal team problem. It is an infrastructure problem. The businesses that build their AI systems with audit capability from the start will spend a fraction of what others spend retrofitting it later.