In a world of constant change and rising uncertainty, outdated data, analytics, and AI (DAAI) operating models fall short of expectations. While centralized and decentralized approaches each offer advantages, neither strikes the right balance between agility, innovation, governance, and risk management. Forrester advocates for a federated model as the most effective path forward — but there’s no one-size-fits-all solution. This research outlines 10 key variables that DAAI leaders should consider to tailor the operating model to their organization’s unique needs.