![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/image-6-1024x543.png\")
<\/figure>\n\n\n\nThese are not isolated problems, but universal dilemmas across the entire IT operations industry.<\/p>\n\n\n\n
As IT environments grow more complex, devices multiply and business workloads keep rising, human manpower can no longer keep pace with the speed of IT systems.<\/p>\n\n\n\n
Why do the traditional trio of operations tools \u2014 monitoring, CMDB and automation \u2014 fall short?<\/p>\n\n\n\n
- \n
- Monitoring<\/strong>: Only raises alerts, without intelligent judgment.<\/li>\n\n\n\n
- CMDB<\/strong>: Merely records information, without real-time data updating.<\/li>\n\n\n\n
- Automation<\/strong>: Simply executes commands, without independent decision-making.<\/li>\n<\/ul>\n\n\n\n
These three systems operate in isolation, with disconnected data, logic and workflows. Ultimately, human staff still have to bridge all the gaps manually.<\/p>\n\n\n\n
The Operations AI Agent: Not just a concept, but a thinking-enabled operations system<\/h2>\n\n\n\n
Lerwee defines the Operations AI Agent clearly:<\/p>\n\n\n\n
It is a closed-loop system capable of automatic discovery, all-round monitoring, issue decomposition, intelligent analysis and autonomous execution<\/strong>.<\/p>\n\n\n\n
Its fundamental differences from traditional operations tools are as follows:<\/p>\n\n\n\n
1. Perception Capability<\/h3>\n\n\n\n
It delivers comprehensive monitoring adaptable to diverse IT and IoT environments.<\/strong><\/p>\n\n\n\n
- \n
- Compatible with both domestic IT infrastructure and mainstream hardware & software; supports over 500 vendors, 8,000 device models and a 100,000+ metric system.<\/li>\n\n\n\n
- Works with dozens of communication protocols. Built-in adaptive technology automatically identifies device types, manufacturers and models with high precision.<\/li>\n\n\n\n
- Gains in-depth insight into businesses, tracks real-time business status and changes, and sorts out business architecture.<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u72471-1024x432.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u72472-1024x476.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u72473-1024x437.png\")
<\/figure>\n\n\n\n2. Memory Capability<\/h3>\n\n\n\n
It stores historical data and contextual information to enable intelligent response.<\/strong><\/p>\n\n\n\n
![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/image-7-1024x521.png\")
<\/figure>\n\n\n\n3. Planning Capability<\/h3>\n\n\n\n
Integrated CMDB features synchronized monitoring and automatic CI data & relationship updates.<\/strong><\/p>\n\n\n\n
- \n
- A complete model system supports full lifecycle management of asset attributes, relationships and classifications.<\/li>\n\n\n\n
- 3D computer room view unifies cabinet positions, asset information, logical relationships and monitoring data on one interface.<\/li>\n\n\n\n
- Combines business insights, eBPF technology and CMDB data to realize efficient business information management.<\/li>\n<\/ul>\n\n\n\n
![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u72475-1024x510.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u72476-1024x570.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u72477-1024x547.png\")
<\/figure>\n\n\n\n4. Intelligent Brain<\/h3>\n\n\n\n
Equipped with intelligent analysis, root cause localization, fault prediction and intelligent Q&A functions.<\/strong><\/p>\n\n\n\n
![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u72478-1024x560.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u72479-1024x537.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u724710-1024x543.png\")
<\/figure>\n\n\n\n5. Execution Capability<\/h3>\n\n\n\n
Powered by LerweeClaw intelligent scheduling, it links automation platforms, network management systems and ITSM tools, forming a full closed loop of Perception – Decision – Execution for fault handling.<\/strong><\/p>\n\n\n\n
![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u724711-1024x489.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u724712-1024x487.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u724713-1024x487.png\")
<\/figure>\n\n\n\nIn short: Previously, humans directed tools. In the future, tools will handle most operations autonomously, while humans focus on core decision-making.<\/p>\n\n\n\n
Real-world Scenario: Server outage \u2014 Traditional Operations vs. AI Agent<\/h2>\n\n\n\n
![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u56fe\u724714.png\")
<\/figure>\n\n\n\nWhat benefits can the Operations AI Agent bring to your team?<\/h2>\n\n\n\n
![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/244f745a-df77-4af5-bc65-9f97f78fbae4-1024x549.jpg\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/www.lerwee.com\/wp-content\/uploads\/2026\/06\/\u82f1\u6587\u7248-1.png\")
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- CMDB<\/strong>: Merely records information, without real-time data updating.<\/li>\n\n\n\n