Bonree Empowers Mengniu Group to Build Advanced Application Observability for Large Enterprises
Mengniu Group is accelerating its full-link digital and intelligent transformation. The Bonree ONE integrated intelligent observability platform provides solid technical support for its strategic goal of “Creating a New Mengniu.” Looking ahead, Mengniu Group will continue to deepen cooperation with Bonree, leveraging intelligent observability capabilities to enable end-to-end data insights and business innovation, establishing a benchmark for intelligent transformation in the dairy industry
In recent years, driven by policy support and consumption upgrades, China’s dairy industry has continued to expand. Digital transformation, omni-channel integration, and global layout have become core competitive directions for enterprises. During the 14th Five-Year Plan period, Mengniu Group, based on the new development stage and implementing new development concepts, leads the construction of a new pattern for China’s dairy industry development. It has formulated the strategic plan “Creating a New Mengniu Again” — the 2025 Mengniu FIRST Blueprint. Within this, “T” (Technology and Intelligent Digitalization) focuses on Mengniu Group’s full-link digital and intelligent transformation, closely connecting the industrial chain with consumers, promoting business model transformation, crossing business boundaries, industry boundaries, and cognitive boundaries, to become a nutrition and health technology industrial platform company empowering “personalized nutrition and health.”
1. Inconsistent Asset Ledger Quality Affects System Operations and Maintenance
Mengniu Group’s asset ledger quality is uneven and lacks unified standards, making it difficult to effectively support system operations and data processing.
2. Operations and Maintenance Tools Are Not Unified, with Dispersed Entry Points
Mengniu Group’s siloed and ununified operations and maintenance tools lead to scattered resources and increased maintenance costs, failing to meet the complex system logic and multi-dimensional monitoring requirements of Mengniu Group
3. Lack of End-to-End Monitoring Coverage
Monitoring coverage is incomplete, with blind spots existing. There is an urgent need for an end-to-end, full-link integrated intelligent observability platform suitable for multiple systems and multidimensional monitoring
1. Automated CMDB Governance
Through ITSM process-driven automated CMDB governance, all manually triggered configuration data changes must go through standardized process approval to ensure data compliance. Leveraging automated collection capabilities, the integrated intelligent observability platform proactively collects and verifies the consistency between CMDB configuration data and baselines, reducing manual intervention. Coordinated with the unified monitoring system, CMDB dynamically pushes monitoring targets and alert recipients to the monitoring system. Meanwhile, probes automatically send back information to the CMDB after resource deployment, achieving real-time, bidirectional synchronization between configuration data and monitoring data
2. Optimize User Experience and Increase User Engagement
Leveraging the monitoring network capabilities of the unified intelligent observability platform, proactive monitoring is conducted based on the mainstream browser engines used by real internet users. According to actual needs, monitoring covers multiple cities and carriers from the perspectives of IDC data centers and end users, executing access at fixed or customized frequencies with specified monitoring functions to obtain comprehensive website performance data. Through SDKs or JS injection, full insight into user perception and behavior data is gained. This not only helps Mengniu Group promptly detect and locate causes of application performance issues, crashes (ANR), and lags after the launch of web pages, apps, or mini-programs, but also realistically reflects user retention and interaction, assisting developers in optimizing the app and enhancing user engagement.
3. Comprehensive Insight into IT System Health
By deploying Bonree ONE SmartAgent probes within business systems, in-depth analysis can be conducted layer by layer on clusters, container pools, containers, hosts, and code efficiency that support the business systems. This enables data analysis and visualization across business access points such as clients, business logic, applications, databases, and external calls, providing a comprehensive understanding of IT system health, allowing rapid fault localization and timely repair
4. Achieve Comprehensive Automated Operations and Maintenance
Bonree ONE analyzes network traffic data and application system log data by mirroring traffic flows, enabling proactive risk inspection and analysis, user experience monitoring and alerting, and AI-based root cause analysis of faults. This builds automated operations and maintenance scenarios including automated inspections, automated anomaly monitoring, and automated fault analysis and localization.
5. Real-Time Resource Monitoring and Performance Optimization
By deploying Bonree ONE SmartAgent probes, resource utilization and performance metrics—including hosts (CPU, memory, disk, network, file system), processes, and containers—can be automatically collected. This enables real-time awareness of system resource load, monitoring of basic resource health, and improved efficiency in diagnosing resource utilization issues.
1. By systematically building an observability system through the introduction of Bonree ONE, Mengniu Group has achieved dual improvements in operations efficiency and business stability
2. Achieve Automated CMDB Governance.
The CMDB automation rate exceeds 73%, covering 65 basic models and 7,748 instances. Over 73% of data is updated through process-driven and automated monitoring collection, ensuring data accuracy and compliance
3. Full-Link Monitoring Capability Upgrade
Unified infrastructure monitoring coverage exceeds 80%. Within Mengniu Group, 29 core internal systems have completed the deployment and adaptation of application performance monitoring, achieving 100% monitoring protection. This has significantly improved fault localization efficiency and system availability.
4. Continuous User Experience Optimization
Deployed 84 active monitoring nodes covering all Mengniu Group office areas and core conference rooms, enabling real-time acquisition of website performance data and driving continuous improvement of the user-end experience
Mengniu Group is accelerating the process of full-link digital and intelligent transformation. The Bonree ONE integrated intelligent observability platform provides solid technical support for its strategic goal of “Creating a New Mengniu.” In the future, Mengniu Group will continue to deepen its cooperation with Bonree, leveraging intelligent observability capabilities to empower full-link data insights and business innovation, establishing a benchmark for intelligent transformation in the dairy industry.