The EU AI Act introduces staged obligations that affect how organizations document, test, and govern AI systems.
Teams should prepare early by improving traceability, dataset governance, and evidence capture for critical workflows.
A timeline mindset helps: map legal milestones to internal readiness checkpoints so compliance becomes operational, not reactive.