EU AI Act becomes applicable Aug 2: an engineering checklist (conformityengineering.com)

On August 2, 2026, the EU AI Act will come into full effect, imposing strict regulatory obligations on high-risk AI systems across sectors like hiring, credit scoring, and education. Unlike approaches seen with GDPR, which often relied on legal compliance projects, the evolving landscape of AI requires a more integrated engineering response. The EU AI Act necessitates continuous conformity considerations embedded within the development lifecycle—transforming compliance from static documentation into an ongoing process tied intricately to the AI system's evolution. Key technical implications involve treating compliance as an intrinsic property of AI systems, necessitating practices such as version-controlled classification of risk, automated documentation generation, and structured logging of operational data. This proactive approach aims to ensure that compliance is not an afterthought but a built-in feature, similar to the industry shifts seen in site reliability engineering (SRE) and DevSecOps. Companies are encouraged to assess their processes against a detailed engineering checklist to identify compliance gaps and develop automated solutions, ultimately preparing for the substantial penalties—up to €35 million—that non-compliance could incur once the Act is applicable.