Once teams understand what counts as an AI system, the next question usually comes quickly. Are we dealing with a high-risk AI system? This question carries weight because high-risk classification is where the EU AI Act becomes concrete. Requirements increase, expectations rise, and timelines start to matter. At the same time, this part of the […]
High-Risk AI Systems Under the EU AI Act, Explained Simply Read More »
One of the earliest and most consequential questions under the EU AI Act is also one of the most overlooked. Before risk classification, before role mapping, before timelines, a team needs to answer a simpler question: do we actually have an AI system under the Regulation? Many organisations assume the answer is obvious. In practice,
What Counts as an AI System Under the EU AI Act (and What Does Not) Read More »
Most discussions about EU AI Act compliance begin with obligations. Risk management, documentation, conformity assessment. For many teams, this immediately feels overwhelming. In practice, compliance does not start with obligations. It starts with visibility. Before a team can classify risk, map roles, or plan timelines, it needs a clear picture of one thing: what AI
AI Inventory Under the EU AI Act: Where Compliance Actually Starts Read More »
High-risk AI is one of the most discussed concepts in the EU AI Act, and also one of the most misunderstood. Many teams assume that high-risk means technically complex, autonomous, or experimental. Others assume it means unsafe or poorly designed. Neither interpretation is correct. Under the EU AI Act, high-risk is not a technical judgment.
High-Risk AI Systems Explained Simply Read More »
One of the most common points of confusion under the EU AI Act is the distinction between provider and deployer. It looks like a legal technicality at first. In practice, it determines who carries the heaviest compliance burden, who owns which risks, and where enforcement pressure will land. Many organisations assume they are deployers simply because they did
Provider vs Deployer Under the EU AI Act: Why Getting This Wrong Is Costly Read More »
Annex IV of the EU AI Act is often mentioned early in compliance discussions, usually in a way that creates unnecessary pressure. Teams hear “Annex IV” and immediately think of heavy documentation, conformity assessment, or regulatory audits. That reaction is understandable, but it skips an important step. Annex IV is not a universal requirement, and
What Is Annex IV of the EU AI Act, and Who Actually Needs It? Read More »
The EU AI Act is often described as a complex legal framework. For product teams, that description is not wrong, but it is also not very helpful. What most teams need is not legal interpretation. They need a clear mental model. They want to know whether the Act applies to them, where the real obligations
The EU AI Act for Product Teams: Scope, Risk Levels, and First Steps Read More »
Most startups engaging with the EU AI Act make mistakes for one simple reason. They approach it either too casually or too defensively. Some assume the regulation is only relevant for large companies or advanced AI systems. Others assume full compliance work must begin immediately, even when they are still experimenting. Both reactions miss how
Common EU AI Act Mistakes Startups Make (and How to Avoid Them) Read More »
Annex IV is often mentioned when people talk about the EU AI Act, usually with a sense of urgency. It is described as a major documentation burden, sometimes even as something teams should prepare immediately, regardless of where they are in development. That framing causes unnecessary confusion. For most teams, Annex IV is neither an
Annex IV Technical Documentation: What It Is and When You Actually Need It Read More »
One of the first questions teams ask about the EU AI Act is straightforward: “Is our system considered high-risk?” Unfortunately, many answers online make this question harder than it needs to be. Some jump straight to sector lists. Others reduce the decision to vague risk statements. Neither approach reflects how the Regulation actually works. This
High-Risk AI Under the EU AI Act: A Simple Decision Guide Read More »
