The EU AI Act is the European regulation that sorts AI systems into risk levels: unacceptable practices are banned outright, high-risk systems must meet documentation, data-quality, logging and human-oversight requirements before they can be sold or deployed, and the rest face lighter transparency duties.
No jargon, no math
The Act works like a building code. First you classify: every AI system you run or sell lands in one of four buckets. Unacceptable uses (social scoring, manipulative techniques) are illegal, full stop. High-risk uses (hiring filters, credit scoring, safety components in machinery) carry the heavy duties: a risk management process, documented training-data quality, technical files, automatic event logs, and a human who can override the system. Limited-risk systems (chatbots, AI-generated content) mostly owe users a disclosure: you are talking to a machine. Minimal-risk systems (spam filters, game AI) are left alone. Before a high-risk system goes live, it passes a conformity assessment, an auditable paper trail. After launch the obligations continue: incident reporting, post-market monitoring. The boundary people miss: the Act binds whoever deploys the system in the EU, not just whoever built it. Buying an AI tool does not outsource your duties, and penalties for getting it wrong run to percentage points of global turnover.
AI governance is the set of policies, roles and controls that decide how an organisation may build, buy and use AI: who approves a use case, what data a model may see, how incidents are handled, and who is accountable when something goes wrong.
ReadAn AI audit is a structured review of how an organisation actually uses AI: every tool, model and workflow is inventoried, then tested for accuracy, data exposure, cost and compliance, with findings ranked by risk and a remediation plan attached.
ReadExplainability is the property of an AI system (or of a layer added to it) that lets you see why it gave a specific answer: which inputs mattered, which rules fired, and what would have changed the outcome.
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We design and ship AI systems with permissions, logs and human approval. It starts with a 30-minute scoping call.