
Enterprise AI trust layer with citations & 20x fewer tokens
Qbrin is a trusted enterprise layer for AI agents, built for companies that cannot afford wrong answers. It turns messy company knowledge from documents, Slack, Gmail, tickets, wikis, databases, and systems into structured, evidence-backed memory with permissions, provenance, citations, freshness, relationships, and abstention. For high-stakes teams in defense, medicine, drones, security, finance, and compliance, Qbrin helps AI agents know what to trust, when to answer.
Qbrin is an enterprise AI trust layer that structures company knowledge into evidence-backed memory, ensuring accuracy and reliability for high-stakes teams in sectors like defense and finance. It enhances AI agents' decision-making by providing citations, permissions, and up-to-date information while reducing token usage by 20 times.