The knowledge layer provides AI with context and relationships across diverse data sources, enabling more accurate reasoning and decision-making.

Unlike traditional data architectures designed for analytics, the knowledge layer integrates fragmented enterprise data into a unified structure that AI agents can query for context and relationships. This contextual grounding improves AI's ability to produce reliable, explainable answers rather than disconnected or misleading outputs.