Enterprise data is shifting towards strategic, distributed models, moving away from centralized data lakes, which often become unmanageable. Successful organisations prioritise how data flows and connects, implementing domain-led approaches that enhance autonomy, governance, and compliance. This evolution supports AI readiness, with a focus on metadata management as critical for effective data utilisation and business value delivery.