KM news
On February 23, 2026, Bloomfire unveiled its development of a "Self--Healing Knowledge Base," a new technology designed to automate the health monitoring of organizational content. By utilizing agentic AI to identify and repair redundant, outdated, or trivial (ROT) information in real--time, the system ensures that enterprise knowledge repositories remain accurate and reliable for AI--driven workflows. This transition to "autonomous maintenance" fundamentally changes the role of knowledge managers from manual editors to strategic orchestrators, significantly reducing the risk of AI hallucinations caused by poor data integrity.