Mastering AI-Assisted Engineering: Why Governance and Practices Are the Ultimate Amplifiers

AI adoption in software engineering succeeds only when built on a foundation of clear governance and mature delivery practices, rather than just tool deployment. This framework highlights that AI acts as an amplifier, meaning organizations must refine their internal standards to truly unlock productivity gains and mitigate risks.