Data is the fuel for AI. Like any engine, left untended it will sputter and stall. So it is vital that Leaders invest in data governance, security, and scalable architecture. Just like a powerful engine needs clean fuel, AI relies on high-quality data. Data governance ensures data collection, storage, and usage are ethical and efficient. A scalable architecture will allow your AI systems to handle increasing data volumes and user demands. In this topic, we help leaders understand this vital element of AI because, without these crucial elements, your AI efforts will struggle to perform at their best.
By María de las Nieves Hernandez Solano Business Development Manager for Data Sovereignty, AWS
Faris Haddad, AABG Data & Insights lead, Amazon Web Services
Abby Eaton, Aitemology®
December 2025
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November 2025
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