The Great Data Reckoning: Why AI Success Starts Long Before the Model

For ISVs, the challenge is no longer access to AI capabilities. It's creating trusted, contextualized, governed and accessible data environments that allow AI systems to generate reliable outcomes at scale. As AI becomes commoditized, data quality, semantic understanding, governance and proprietary context may emerge as the true sources of competitive advantage.

The uncomfortable truth is that AI success is increasingly determined by something far less glamorous: data foundations. From unlocking value hidden within unstructured data and "dark data" estates, to establishing semantic layers, knowledge graphs and trusted governance frameworks, join this roundtable to explore what it really takes to build an AI-ready organisation — and whether ISVs are investing enough in the data layer to unlock the next wave of AI value.

Join AWS and a community of your peers to find out, and explore why AI excellence starts with data excellence – and more importantly, how to achieve it.

Amazon Web Services (AWS) is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from global data centers. Millions of customers, including the fastest-growing startups, largest enterprises, and leading government agencies, leverage AWS to reduce costs, enhance agility, and accelerate innovation. Since 2006, we've transformed industries and lives by working backwards from our customers' needs to provide tailored cloud infrastructure solutions.