Best AIOps Tools in China

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Transform your business operations with New Relic's AIOps solutions, featuring a robust Incident Management software that offers a holistic approach to swiftly identifying, addressing, and resolving incidents. Tailored for large-scale enterprises, our integrated data platform consolidates telemetry data from your entire software ecosystem, equipping you with powerful full-stack analysis tools to quickly pinpoint issues and their underlying causes. With real-time monitoring, automated notifications, and flexible workflows, New Relic empowers teams to optimize incident response strategies, reduce downtime, and uphold service reliability. Enhance your incident resolution efficiency, foster team collaboration, and deliver exceptional customer experiences through New Relic's AIOps-enabled Incident Management features.

Site24x7 provides unified cloud monitoring to support IT operations and DevOps within small and large organizations. The solution monitors real users' experiences on websites and apps from both desktop and mobile devices. DevOps teams can monitor and troubleshoot applications and servers, as well as network infrastructure, including private clouds and public clouds, with in-depth monitoring capabilities. Monitoring the end-user experience is done from more 100 locations around the globe and via various wireless carriers.

Datadog is the cloud-age monitoring, security, and analytics platform for developers, IT operation teams, security engineers, and business users. Our SaaS platform integrates monitoring of infrastructure, application performance monitoring, and log management to provide unified and real-time monitoring of all our customers' technology stacks. Datadog is used by companies of all sizes and in many industries to enable digital transformation, cloud migration, collaboration among development, operations and security teams, accelerate time-to-market for applications, reduce the time it takes to solve problems, secure applications and infrastructure and understand user behavior to track key business metrics.

Netreo is the best full-stack IT infrastructure management and observation platform. Netreo is a single source for truth for proactive performance monitoring and availability monitoring of large enterprise networks, infrastructure, and applications. Our solution is used by: IT executives should have full visibility of the business service, right down to the infrastructure and network that supports them. IT Engineering departments are used as a decision support system to plan and architect modern solutions. IT Operations teams can have real-time visibility into what is going wrong in their environment, which bottlenecks exist, and who it is affecting. All of these insights are available for systems and vendor mix in large heterogeneous environments that are constantly changing. We have a growing list of vendors that we support (over 350 integrations), including network vendors, storage, virtualization, and servers.

Edge Delta is a new way to do observability. We are the only provider that processes your data as it's created and gives DevOps, platform engineers and SRE teams the freedom to route it anywhere. As a result, customers can make observability costs predictable, surface the most useful insights, and shape your data however they need. Our primary differentiator is our distributed architecture. We are the only observability provider that pushes data processing upstream to the infrastructure level, enabling users to process their logs and metrics as soon as they’re created at the source. Data processing includes: * Shaping, enriching, and filtering data * Creating log analytics * Distilling metrics libraries into the most useful data * Detecting anomalies and triggering alerts We combine our distributed approach with a column-oriented backend to help users store and analyze massive data volumes without impacting performance or cost. By using Edge Delta, customers can reduce observability costs without sacrificing visibility. Additionally, they can surface insights and trigger alerts before data leaves their environment.

LogicMonitor is the leading SaaS-based, fully-automated observability platform for enterprise IT and managed service providers. Cloud-first and hybrid ready. LogicMonitor helps enterprises and managed service providers gain IT insights through comprehensive visibility into networks, cloud, applications, servers, log data and more within one unified platform. Drive collaboration and efficiency across IT and DevOps teams, in a fully secure, intelligently automated platform. By providing end-to-end observability for enterprise businesses, LogicMonitor connects coders to consumers, customer experience to the cloud, infrastructure to applications and business insights into instant actions. Maximize uptime, optimize end-user experience, predict what comes next, and keep your business fearlessly moving forward.

StormForge drives immediate benefits for organization through its continuous Kubernetes workload rightsizing capabilities — leading to cost savings of 40-60% along with performance and reliability improvements across the entire estate. As a vertical rightsizing solution, Optimize Live is autonomous, tunable, and works seamlessly with the HPA at enterprise scale. Optimize Live addresses both over- and under-provisioned workloads by analyzing usage data with advanced ML algorithms to recommend optimal resource requests and limits. Recommendations can be deployed automatically on a flexible schedule, accounting for changes in traffic patterns or application resource requirements, ensuring that workloads are always right-sized, and freeing developers from the toil and cognitive load of infrastructure sizing.

cPacket provides network-aware application performance for distributed hybrid-IT environments and security assurance. Our single-pane of-glass analytics enable machine learning-based AIOps. cPacket allows you to manage, secure, and future-proof your network, enabling digital transformation. This industry's most comprehensive, yet simple network visibility stack offers all you need to manage your hybrid network across branch and data center, as well as the cloud.

FortiAIOps enhances IT operations by providing proactive visibility through the power of artificial intelligence, facilitating a more efficient network management system. This AI/ML solution is specifically designed for Fortinet networks, enabling rapid data acquisition and the detection of anomalies within the network. The various Fortinet devices, including FortiAPs, FortiSwitches, FortiGates, SD-WAN, and FortiExtender, contribute to the FortiAIOps dataset, which aids in generating insights and correlating events crucial for the network operations center (NOC). This system allows for comprehensive visibility across the entire OSI model, offering detailed Layer 1 data such as RF spectrum analysis to identify potential Wi-Fi interference. Additionally, it provides Layer 7 application insights, revealing the applications that flow through both Ethernet and SD-WAN links. To further assist in network management, users can leverage an array of troubleshooting tools, including VLAN probing, cable verification, spectrum analysis, and service assurance, to effectively diagnose and resolve issues. By employing these tools, organizations can ensure their networks operate smoothly and efficiently.

Unravel Data is a powerful AI-native data observability and FinOps platform built for today’s complex enterprise data environments. It leverages intelligent Data Observability Agents to continuously monitor pipelines, workloads, and infrastructure for performance, reliability, and cost efficiency. Rather than just reporting issues, Unravel provides actionable insights that help teams resolve problems faster and prevent future incidents. The platform enables automated cost optimization, proactive troubleshooting, and performance tuning across the modern data stack. Unravel integrates seamlessly with existing tools and workflows, allowing teams to automate actions or maintain full control over decision-making. Purpose-built agents for FinOps, DataOps, and Data Engineering reduce firefighting, accelerate root cause analysis, and improve developer productivity. With native support for Databricks, Snowflake, and BigQuery, Unravel delivers deep, platform-specific visibility. Enterprises use Unravel to reduce cloud data costs, improve reliability, and scale operations confidently. Its agentic approach turns data observability into an active partner rather than a passive monitoring tool. Unravel empowers data teams to focus on innovation instead of constant issue resolution.

Middleware Observability & management software for Messaging, event processing, and Streaming Across Hybrid Clouds (MESH). - 360 degree situational awareness® with complete observability of Integration MESH - Manage configuration, administration and deployment in a secure manner and automate them. - Track and trace transactions, messages, and flows - Collect data, monitor performance, and benchmark it meshIQ provides granular controls for managing configurations in the MESH, reducing downtime and allowing quick recovery after outages. It allows you to search, browse, track and trace messages in order to detect bottlenecks, speed up root cause analysis, and detect bottlenecks. Unlocks integration blackbox for visibility across MESH infrastructure in order to visualize, analyse, report and predict. Delivers the capability to trigger automated action based on predefined criteria or intelligent AI/ML actions.

ProphetStor's Artificial Intelligence for IT Operations (AIOps), Federator.ai® provides intelligence to orchestrate container resource on top of VMs or bare metal. This allows users to run applications without having to manage the underlying computing resources. Kubernetes has become the standard for container management platforms. Container adoption is increasing. The operational overhead for container adoption is huge, regardless of whether it takes place on-premises or in public clouds. Federator.ai®, which uses AI/Machine Learning technology to predict workload and resource requirements for containerized applications, makes these predictions. It helps IT administrators predict the computing resource requirements of applications and manage computing resources without sacrificing performance.

Enhance your cloud operation workflow through a unified platform that encompasses all production events, governance of runbooks, automation, operational processes, and in-depth analytics. Designed to elevate productivity, it empowers every team member to attain greater outcomes. Whether you're managing on-premises infrastructure or leveraging cloud-native solutions, whether you are a scaling startup or a large multinational corporation, XiteiT alleviates the challenges associated with the daily intricacies of your cloud operations team. It serves as a comprehensive CloudOps orchestration and automation solution that consolidates all monitoring, productivity tools, and associated automation systems within an organization. By centralizing all cloud operational tasks, you achieve complete observability and operational uniformity, leveraging current personnel and processes to enhance incident response and production management effectiveness. Furthermore, it fosters operational transparency, allowing for prioritized decision-making and significantly shortening remediation times, thus streamlining your cloud operations for optimal efficiency.

Selector’s software-as-a-service leverages machine learning and natural language processing to deliver self-service analytics that facilitate immediate access to actionable insights, significantly decreasing mean time to resolution (MTTR) by as much as 90%. This innovative Selector Analytics platform harnesses artificial intelligence and machine learning to perform three critical functions, equipping network, cloud, and application operators with valuable insights. It gathers a wide array of data—including configurations, alerts, metrics, events, and logs—from diverse and disparate data sources. For instance, Selector Analytics can extract data from router logs, device performance metrics, or configurations of devices within the network. Upon gathering this information, the system normalizes, filters, clusters, and correlates the data using predefined workflows to generate actionable insights. Subsequently, Selector Analytics employs machine learning-driven data analytics to evaluate metrics and events, enabling automated detection of anomalies. In doing so, it ensures that operators can swiftly identify and address issues, enhancing overall operational efficiency. This comprehensive approach not only streamlines data processing but also empowers organizations to make informed decisions based on real-time analytics.

Improving business outcomes involves making it easier to spot and address high-priority incidents. The WatchTower Platform serves as a comprehensive observability tool that streamlines incident resolution specifically within mainframe environments by effectively integrating and correlating events, data flows, and metrics across various IT silos. It provides a cohesive and intuitive interface for operations teams, allowing them to optimize their workflows. Leveraging established AIOps solutions, WatchTower is adept at detecting potential problems at an early stage, which aids in proactive mitigation. Additionally, it utilizes OpenTelemetry to transmit mainframe data and insights to observability tools, allowing enterprise SREs to pinpoint bottlenecks and improve operational effectiveness. By enhancing alerts with relevant context, WatchTower eliminates the necessity for logging into multiple tools to gather essential information. Its workflows expedite the processes of problem identification, investigation, and incident resolution, while also simplifying the handover and escalation of issues. With such capabilities, WatchTower not only enhances incident management but also empowers teams to proactively maintain high service availability.

NetOp Cloud serves as an AI-powered network operations platform aimed at streamlining and improving network management for both enterprises and managed service providers. It delivers real-time insights within hybrid and multi-vendor settings, effectively merging traditional and cloud-managed networks into a cohesive dashboard. Among its notable features are predictive analytics for networks, automated solutions for incidents, and smart filtering of alerts, which together can decrease IT ticket submissions by as much as 90% and speed up resolution times. The AI component of NetOp is designed to continuously learn and adapt to the behavior of the network, offering proactive alerts for anomalies, conducting root cause analyses, and either suggesting or executing corrective measures independently. Furthermore, it allows for smooth integration with pre-existing systems through APIs and can scale from single-site implementations to extensive global networks, making it a versatile choice for various organizational needs. This adaptability ensures that organizations can maintain optimal network performance as they grow and evolve.