Enterprise operations and business assurance are under deep pressure to transform. Multi-source, heterogeneous data is hard to bring under full management. The path to deploying AI agents and large models is still unclear. Compute costs lack fine-grained control. Failures in core systems are hard to see into. These problems look unrelated, but they all point to the same core question: can data truly empower the business, and can technical capabilities truly become productivity?

With this in mind, Bonree Data is launching a new livestream series, Bonree College. No abstract concepts, only practical, hands-on content. The series moves from data ingestion at the foundation to AI deployment at the top, and from in-depth troubleshooting to cost control. It breaks down data integration, Sage AI intelligent operations agents, AI compute cost, and database observability one scenario at a time, each building on the last, to present practical solutions in full. Each session is paired with an in-depth technical article covering everything from design principles to real deployment scenarios, walking through the technical architecture, implementation approach, and practical key points, so you can truly master each scenario.