Snowflake Summit 26: Get Ready for AI Success

Establishing robust data governance from the outset is crucial to realizing the full potential of AI, despite the pressure to deliver quick results.
Governance should be sustained as a continuous commitment, acting as a permanent foundation for trustworthiness in AI outcomes.
The transformation layer focuses on governing AI project outcomes and refining data through technologies like medallion architecture.
The semantic layer enhances the explainability and consistency of analytical AI by defining common business concepts.
Operationalizing AI at the intelligence layer enables AI to become effective only when it builds on a disciplined and governed infrastructure.
The agency layer involves humans directing AI agents to not only achieve specific outcomes but also to create new agents for those purposes.