The Role of Contextual AI in Document Interpretation

Manual document processing continues to create gaps in accuracy and consistency. Systems extract text but fail to understand meaning, which leads to incorrect data mapping, repeated validation, and delays in downstream workflows. This issue becomes more visible in complex documents where layout, wording, and relationships define meaning. Contextual AI addresses this by interpreting documents based on structure, language, and intent rather than isolated text. It connects data points across a docu