The 11th HUAWEI CONNECT was recently held in Shanghai. Under the theme "Powering the New Intelligent World," the event brought together thousands of technology leaders, ecosystem partners, and industry innovators from around the world to explore how AI is converging with digital industries. As a partner in Huawei's Financial Inclusion Program and a Huawei-certified solution development partner, Bonree Data took an active role at this year's conference, introducing the Application Observability Agentic AIOps Appliance, developed jointly with Huawei — a solution that showcases how AI-native observability technology drives intelligent transformation across industries.
Global Conversations: Exploring AI-Native Observability and Intelligent Operations with Technology Leaders Worldwide
Throughout the conference, Bonree showcased how the Bonree ONE platform delivers AI-powered observability for complex global IT environments, spanning demanding operational scenarios across finance, telecommunications, internet, and other industries — helping enterprises worldwide advance toward intelligent operations.
The conference drew technical decision-makers from a wide range of international markets. CIOs, CTOs, and other senior leaders from financial institutions, telecom operators, and system integrators in Thailand, Turkey, Nigeria, Kenya, Oman, Singapore, and beyond engaged in in-depth discussions with the Bonree team on AI agent deployment, software-hardware co-designed operations architectures, and building intelligent operations ecosystems — with several conversations resulting in preliminary partnership interest. Spanning Southeast Asia, the Middle East, and Africa, these discussions underscore the strong global demand for AI-native observability and agentic AIOps solutions.
Bonree × Huawei: The Application Observability Agentic AIOps Appliance
As enterprise digital architectures continue to shift toward multi-cloud, distributed, and increasingly complex environments, traditional operations models are struggling with alert fatigue, fragmented operational data, slow root cause identification, and low operational efficiency. To address these challenges, Bonree and Huawei jointly developed the Application Observability Agentic AIOps Appliance — combining Huawei's high-performance AI computing infrastructure with the Bonree ONE observability platform and Bonree ONE·Sage AI operations agents in a fully integrated, out-of-the-box hardware-software system. The appliance delivers four core areas of value:
1. Full-stack, unified observability that eliminates data silos. Supporting 200,000+ probes running reliably in production, the appliance uses a unified data model to connect APM, RUM, metrics, logs, and distributed tracing — delivering full-stack observability from end-user experience through business workflows, system components, and down to the code level.
2. Dual-engine architecture — Bonree ONE and Sage AI — enabling a new model of human-AI collaborative operations. Built on deep operational expertise accumulated across industries, the platform supports custom AI agent development and integrates with existing enterprise IT operations through the MCP protocol. Through conversational AI interaction, it automates 80% of routine operational work and covers more than 90% of AI-driven automation scenarios.
3. Minute-level root cause analysis that reduces total cost of ownership. Powered by Bonree's proprietary LLM and intelligent reasoning engine, the appliance compresses troubleshooting that once took hours down to minutes, dramatically shortening incident resolution cycles. Its out-of-the-box deployment model also simplifies rollout, reducing labor and hardware costs while improving overall ROI.
4. Reliable compute infrastructure supporting global service delivery. Equipped with Huawei AI Servers, the appliance provides high-performance, highly reliable computing power to keep mission-critical operations systems running 24/7. Bonree has also established local entities in Singapore, Malaysia, Thailand, and Indonesia, providing on-the-ground technical support to ensure high availability and data compliance for enterprise core business operations worldwide.
The Next Frontier of Observability: An LLM-Powered Root Cause Analysis Engine
At the conference, Bonree delivered a keynote, "The Next Frontier of Observability: An LLM-Powered Root Cause Analysis Engine," examining how agentic AI and large language model-driven root cause analysis are reshaping the core logic and implementation path of AIOps. The talk also introduced the architecture of the next-generation Bonree ONE 4.0 platform and the core capabilities of the Bonree ONE · Sage AI operations agent workbench. Built on extensive industry operations experience, the platform enables large language models to perform end-to-end intelligent analysis and natural-language interaction — helping enterprises build a closed-loop intelligent operations framework built around "zero-minute risk alerts, one-minute detection, five-minute root cause identification, and ten-minute assisted recovery." This marks a shift from traditional reactive, after-the-fact troubleshooting to proactive alerting and self-healing operations, transforming what once took hours of manual diagnosis into a matter of minutes for detection, diagnosis, and recovery.
Looking ahead, Bonree will continue to deepen its strategic collaboration with Huawei, leveraging the combined strength of software-hardware synergy and AI intelligence to refine its observability products and solutions — helping enterprises worldwide strengthen digital resilience, reduce operational risk, improve efficiency, and accelerate intelligent digital transformation at scale.