Most enterprise AI initiatives are failing not because of the model — but because of the document. This whitepaper examines why flat, image-based PDFs render corporate archives invisible to RAG pipelines and LLMs, and makes the operational case for cloud-native OCR, PDF/A-2u standardisation, and zero-trust document architecture as the three non-negotiable preconditions for an AI-ready data lake.


