Most organizations have the data they need, but it’s fragmented, lacks business meaning, and isn’t governed at the moment it’s used. As a result, AI delivers incomplete answers, inconsistent outcomes, and low trust.

This ebook introduces context engineering—the missing layer that connects data with meaning, relationships, and governance so AI can reason accurately and operate reliably at scale.