What a Sentence Forgets: Preserving Context in Document Ingestion
Akamai outlines five document-ingestion faults that strip sentence and heading context from AI pipelines.
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Document Retrieval-Aware Chunking (D-RAC): Universal Retrieval-Aware Ingestion of Enterprise Documents via PDF Normalization and Multimodal Markdown Conversion
D-RAC converts enterprise documents into retrieval-ready Markdown chunks, cutting chunking tokens 95.7% versus agentic methods.