Unstructured and blocked web content currently limits the scale of enterprise AI deployment. Companies are now building a dedicated data infrastructure layer to bridge this gap. This shift focuses on converting raw web information into model-ready formats. Success depends on solving the fundamental incompatibility between the legacy web and LLM requirements.