Part 3/12:
To truly unlock AI's full potential, organizations must expand their "pantry" and utilize every available ingredient. This demands building new capabilities in data management, especially in data modeling—the foundational layer that provides context and structure to raw data.
Building a Robust AI Data Kitchen
Creating effective AI solutions isn’t just about having data; it’s about preparing and orchestrating that data efficiently. Several key capabilities are essential for a successful AI "kitchen":
Scalable Infrastructure: A flexible, high-capacity platform that can handle diverse, voluminous data streams.
Data Quality: Rigorous cleaning and preprocessing—think of washing and prepping vegetables—to ensure data reliability.