Intelligence Is Contextual: What To Know About AI and Documents

Enterprise AI systems often mistakenly prioritize data from systems of record like CRM and ERP as the sole sources of truth, overlooking the critical role that documents play in industries such as insurance, banking, and healthcare. These documents, including contracts, policies, and regulatory filings, serve as the definitive legal sources and must be accurately accessed and understood by AI. Current AI tools often fail to preserve the structure and context of documents, leading to incomplete or incorrect interpretations. To address this, a robust context layer is needed, enabling AI to interact with documents as coherent, version-aware entities, ensuring compliance and traceability. Vertesia is developing such an infrastructure, treating documents as the primary source of truth and integrating them with operational data to enhance AI's decision-making capabilities. This shift allows AI agents to work directly with the authentic documents, rather than fragmented representations, providing more reliable and defensible outcomes.