Unstructured and blocked web content currently limits the scale of enterprise AI deployment. Companies are building a new data infrastructure layer to bridge this gap. MIT Technology Review highlights that the web's original design hinders efficient model ingestion. Practitioners must now prioritize data cleaning and accessibility to unlock model utility.