The AI context gap: Enterprise AI organizations have a trust problem, not a retrieval problem, and most are still building the fix

Across 101 enterprises, retrieval-augmented generation is the default context source for AI agents, with provider-native retrieval overtaking dedicated vector databases. A majority of enterprises have seen agents produce confident wrong answers from missing or inconsistent context. A governed semantic layer is emerging as the fix, but most are still building it.