Organizations face a silent agile crisis with knowledge loss in the AI era.AI tools struggle to generate solutions without proper context and long-term knowledge retention.Traditional team structures hinder collaboration and create separate workflows.Implementing the PAellaDOC framework can preserve organizational knowledge and enhance agile practices.