First, the system needs usable text
Digital documents may already contain extractable text. Scanned pages often require OCR. Once content can be processed, conventional search and AI-assisted tools have something meaningful to work with.
AI can add context to retrieval
Instead of relying only on exact keywords, AI-assisted systems can help classify, summarise or answer questions from available document context. The exact behaviour depends on the product and configuration.
Permissions still matter
An intelligent search interface should not become a shortcut around document permissions. Retrieval and AI context should respect the user's authorised scope.
Treat generated output as assistance
AI can misunderstand or omit information. Important decisions should be checked against source documents and approved business rules.
LUMEN DOCUMENT MANAGEMENT
Put structure, search and governance around business records.
Lumen combines document capture, OCR, metadata, permissions, approvals, audit history and assistive AI capabilities.
Explore Lumen