AI is transforming how requirements are created, validated, and evolved. What was once a lightweight Agile activity now demands structured governance, traceability, and explainability. This article introduces a unified framework to manage AI-generated artefacts, control change, and maintain accountability across modern delivery environments.
product management
3 posts
Agile was built for passive tools. AI changes that. When AI starts shaping decisions, generating requirements, and influencing delivery, teams need a new way to think about accountability, governance, and roles.
Artificial Intelligence is not replacing Business Analysts, it is elevating them. This article explores how AI transforms the BA role from manual execution to strategic orchestration, redefining skills, tools, governance, and career pathways in the modern enterprise.