Best AIOps Tools
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What are AIOps Tools?
AIOps tools combine artificial intelligence and machine learning to enhance IT operations by automating the detection and resolution of issues in complex IT environments. They analyze massive amounts of data from various sources—like logs, metrics, and events—to identify anomalies and predict potential outages before they impact business. These tools enable proactive incident management, reduce noise by correlating alerts, and provide actionable insights for faster troubleshooting. AIOps supports continuous monitoring and root cause analysis, helping teams improve system reliability and performance. By integrating with existing IT infrastructure and tools, AIOps enhances operational efficiency and enables smarter decision-making. Compare and read user reviews of the best AIOps tools currently available using the table below. This list is updated regularly.
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Site24x7
ManageEngine
ManageEngine Site24x7 is a comprehensive observability and monitoring solution designed to help organizations effectively manage their IT environments. It offers monitoring for back-end IT infrastructure deployed on-premises, in the cloud, in containers, and on virtual machines. It ensures a superior digital experience for end users by tracking application performance and providing synthetic and real user insights. It also analyzes network performance, traffic flow, and configuration changes, troubleshoots application and server performance issues through log analysis, offers custom plugins for the entire tech stack, and evaluates real user usage. Whether you're an MSP or a business aiming to elevate performance, Site24x7 provides enhanced visibility, optimization of hybrid workloads, and proactive monitoring to preemptively identify workflow issues using AI-powered insights. Monitoring the end-user experience is done from more than 130 locations worldwide.Starting Price: $9.00/month -
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NetBrain
NetBrain Technologies
Since 2004, NetBrain has transformed network operations with its no-code automation platform, helping teams systematically shift left by turning complex processes into streamlined workflows. By unifying AI and automation, NetBrain delivers actionable hybrid network-wide observability, automates troubleshooting, and enables safe change management to boost efficiency, reduce MTTR, and mitigate risk, enabling IT organizations to proactively drive innovation. Get network-wide and contextualized observability across your multi-vendor, multi-cloud network Visualize and document the entire hybrid network using dynamic network maps and end-to-end paths Auto-discover and document hybrid network -
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Datadog
Datadog
Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. Our SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.Starting Price: $15.00/host/month -
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Splunk Enterprise
Splunk
Go from data to business outcomes faster than ever before with Splunk. Splunk Enterprise makes it simple to collect, analyze and act upon the untapped value of the big data generated by your technology infrastructure, security systems and business applications—giving you the insights to drive operational performance and business results. Collect and index log and machine data from any source. Combine your machine data with data in your relational databases, data warehouses and Hadoop and NoSQL data stores. Multi-site clustering and automatic load balancing scale to support hundreds of terabytes of data per day, optimize response times and provide continuous availability. The Splunk platform makes it easy to customize Splunk Enterprise to meet the needs of any project. Developers can build custom Splunk applications or integrate Splunk data into other applications. Apps from Splunk, our partners and our community enhance and extend the power of the Splunk platform. -
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Avantra
Avantra
With nearly 20 years experience helping Enterprises and Managed Service Providers (MSPs) globally to better manage their SAP and cloud landscapes, we know what it takes to deliver better service, productivity, innovation and compliance to businesses who rely on SAP. Founded in Switzerland with global presence in UK, USA, Germany and Australia we are well placed to support the largest SAP customers and Managed Service Providers. -
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Aisera
Aisera
Aisera stands at the forefront of innovation, introducing a revolutionary solution that redefines the way businesses and customers thrive. Through cutting-edge AI technology, Aisera offers a proactive, personalized, and predictive experience that automates operations and support across various sectors, including HR, IT, sales, and customer service. By providing consumer-like self-service resolutions, Aisera empowers users and drives their success. Unleashing the power of digital transformation, Aisera accelerates the journey towards a streamlined future. By harnessing user and service behavioral intelligence, Aisera enables end-to-end automation of tasks, actions, and critical business processes. Seamlessly integrating with industry-leading platforms such as Salesforce, Zendesk, ServiceNow, Microsoft, Adobe, Oracle, SAP, Marketo, Hubspot, and Okta, Aisera creates exceptional business value. -
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IBM® Netcool® Operations Insight powered with AI and Machine learning capabilities helps reduce event noise, automatically groups events related to the same problem and provides relevant context for faster resolution, allowing you to work smarter, not harder. It provides a consolidated view across your local, cloud and hybrid environments and delivers actionable insight into the performance of services and their associated dynamic network and IT infrastructures. You can now modernize and simplify your IT Operations with greater insight into highly dynamic environments, and option for containerized deployment on IBM Cloud Private.
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Fortinet
Fortinet
Fortinet is a global leader in cybersecurity solutions, known for its comprehensive and integrated approach to safeguarding digital networks, devices, and applications. Founded in 2000, Fortinet provides a wide range of products and services, including firewalls, endpoint protection, intrusion prevention systems, and secure access solutions. At the core of its offerings is the Fortinet Security Fabric, a unified platform that seamlessly integrates security tools to deliver visibility, automation, and real-time threat intelligence across the entire network. Trusted by businesses, governments, and service providers worldwide, Fortinet emphasizes innovation, scalability, and performance, ensuring robust defense against evolving cyber threats while supporting digital transformation and business continuity. -
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Edge Delta
Edge Delta
Edge Delta is a new way to do observability that helps developers and operations teams monitor datasets and create telemetry pipelines. We process your log data as it's created and give you the freedom to route it anywhere. 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. 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.Starting Price: $0.20 per GB -
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LogicMonitor
LogicMonitor
LogicMonitor’s SaaS-based observability and IT operations data collaboration platform helps ITOps, developers, MSPs and business leaders gain visibility into and predictability across the technologies that modern organizations depend on to deliver extraordinary employee and customer experiences. LogicMonitor seamlessly monitors everything from networks to applications to the cloud, empowering companies to focus less on troubleshooting and more on innovation. Bridge the gap between tech, teams, and IT with powerful real-time dashboards, network device configurations, full data center visibility, network scanning, and flexible alerting and reporting. -
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StormForge
StormForge
StormForge Optimize Live continuously rightsizes Kubernetes workloads to ensure cloud-native applications are both cost effective and performant while removing developer toil. As a vertical rightsizing solution, Optimize Live is autonomous, tunable, and works seamlessly with the Kubernetes horizontal pod autoscaler (HPA) at enterprise scale. Optimize Live addresses both over- and under-provisioned workloads by analyzing usage data with advanced machine learning 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. Organizations see immediate benefits from the reduction of wasted resources — leading to cost savings of 40-60% along with performance and reliability improvements across the entire estate.Starting Price: Free -
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Zenoss
Zenoss
Zenoss Cloud is the first SaaS-based intelligent IT operations management platform that streams and normalizes all machine data, uniquely enabling the emergence of context for preventing service disruptions in complex, modern IT environments. Zenoss lets enterprises focus on growing their businesses by freeing them from the work that slows down architecture and operations teams. Organizations using Zenoss can eliminate infrastructure blind spots, predict impacts to business services before they cause outages, and resolve incidents faster — operating at whatever scale the business requires. Zenoss Cloud is the first SaaS-based intelligent IT operations management platform that streams and normalizes all machine data, uniquely enabling the emergence of context for preventing service disruptions in complex, modern IT environments. Zenoss is built for modern IT infrastructures. Let's discuss how we can work together. -
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BMC Helix Operations Management
BMC Software
BMC Helix Operations Management is a fully integrated, cloud-native, observability and AIOps solution designed to tackle challenging hybrid-cloud environments. Take a service-centric approach to observability data for truly effective AIOps. Combine 3rd party observability data such as metrics, events, logs, incidents, changes and topologies into a central IT data store. See service health and enable best-in-class root cause isolation via auto-generated dynamic business service models. Improve signal-to-noise ratio with AI event suppression, de-duplication, and correlation to create actionable situations. Gain immediate root cause isolation through AI probability assignments to causal nodes using data and service models. Prevent issues before they occur with Business Service Health monitoring and AI outage prediction. Troubleshoot rapidly with log enrichment and analytics. Easily request and execute automations from BMC or 3rd party tools. -
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cPacket
cPacket Networks
cPacket enables network-aware application performance and security assurance for the distributed hybrid-IT environment. Our single-pane-of-glass analytics power advanced machine learning-based AIOps. With cPacket, you can efficiently manage, secure and future-proof your network enabling digital transformation. The industry’s most complete, yet simple, network visibility stack provides all the components you need to manage your hybrid network across branch, data center and the cloud.Starting Price: cVu-V - $21,000/year -
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Riverbed Aternity
Riverbed Technology
The Riverbed Aternity platform provides AI-powered analytics and self-healing control to improve employee productivity and customer satisfaction, get to market fast with high quality apps, drive down the cost of IT operations, and mitigate the risk of IT transformation. Riverbed Aternity delivers AI-enabled insights based on real end user experience data and high-fidelity telemetry across endpoints, application, infrastructure and network. With capabilities such as DXI (benchmarking), Intelligent Service Desk, AI-enabled troubleshooting, Digital Workplace teams can drive continuous service improvement and prevent incidents across the enterprise. Discover how Aternity can help enterprises gain full-estate visibility, reduce IT asset costs, advance sustainable IT and improve both employee and customer happiness. -
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Infraon AIOps
Infraon
A platform-centric AI/ML-driven approach for centralizing and processing huge amounts of IT-related data from disparate sources. Empower multiple teams to be more responsive to outages and slowdowns and get bi-directional connectivity with ITSM technologies. AIOps tackles daily IT operational issues at scale by leveraging diverse technological techniques, including ML, network science, combinatorial optimization, and other computational approaches. AIOps allows businesses to address a wide range of IT management operations, from intelligent alerting, alert correlation, and alert escalation to auto-remediation, root-cause investigation, and capacity optimization. Use a disciplined framework for proactively streamlining processes, resources, personnel, information, and communication. Manage everything 24/7 by continuously examining, improving, and optimizing operations. Establish processes that reduce the unnecessary noise you experience when incidents occur. -
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Juniper Mist AI
Juniper Mist AI
Mist AI, a key part of Juniper’s AI-Native Networking Platform, uses a combination of artificial intelligence, machine learning, and data science techniques to optimize user experiences and simplify operations across the wireless access, wired access, SD-WAN, WAN Edge, data center, and security domains. Data is ingested from numerous sources, including Juniper Mist Access Points, Switches, Session Smart Routers, WAN Edge Routers, and Firewalls for end-to-end insight into user experiences. These devices work in concert with Mist AI to optimize user experiences from client to cloud, including automated event correlation, root cause identification, Self-Driving Network operations, network assurance, proactive anomaly detection, and more. Juniper also leverages Mist AI for next-generation customer support. It is the foundational element behind Marvis, the industry’s first AI-driven virtual network assistant, which provides extensive insight and guidance to IT staff. -
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FortiAIOps
Fortinet
FortiAIOps delivers proactive visibility and speeds IT operations, powered by AI. FortiAIOps is an artificial intelligence with machine learning (AI/ML) solution for Fortinet networks. This ensures quick data collection and identification of network anomalies. Fortinet network devices (FortiAPs, FortiSwitches, FortiGates, SD-WAN, FortiExtender) across the network feed the FortiAIOps dataset, enabling insights and event correlation for the network operations center (NOC). Enable visibility into your network across the full OSI stack. For example, get Layer 1 information, such as full RF spectrum analysis to understand interference on your Wi-Fi network. And, get Layer 7 application information that allows you to see what applications are traversing your Ethernet and your SD-WAN connections. Utilize a suite of troubleshooting tools to probe the network and understand diagnose issues. VLAN probing, cable verification, spectrum analysis, service assurance, and more. -
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Seerene
Seerene
Seerene’s Digital Engineering Platform is a software analytics and process mining technology that analyzes and visualizes the software development processes in your company. It reveals weaknesses and turns your organization into a well-oiled machine, delivering software efficiently, cost-effectively, quickly, and with the highest quality. Seerene provides decision-makers with the information needed to actively drive their organization towards 360° software excellence. Reveal code that frequently contains defects and kills developer productivity. Reveal lighthouse teams and transfer their best-practice processes across the entire workforce. Reveal defect risks in release candidates with a holistic X-ray of code, development hotspots and tests. Reveal features with a mismatch between invested developer time und created user value. Reveal code that is never executed by end-users and produces unnecessary maintenance costs. -
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meshIQ
meshIQ
Middleware Observability & Management Software for Messaging, Event Processing, and Streaming Across Hybrid Cloud (MESH). - Complete observability and monitoring of Integration MESH with 360° Situational Awareness® - Securely manage, and automate configuration, administration, and deployment - Track, trace, and analyze transactions, messages and flows - Collect, monitor, and benchmark MESH performance meshIQ delivers granular access controls to manage configurations across the MESH to reduce downtime and quick recovery from outages. Provides the ability to find, browse, track, and trace messages to detect bottlenecks and speeding up root-cause analysis. Unlocks the integration blackbox to deliver visibility across the MESH infrastructure to visualize, analyze, report, and predict. Delivers the ability to trigger automated actions based on pre-defined criteria or intelligent actions determined by AI/ML. -
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JFrog Insight
JFrog
JFrog has acquired CloudMunch and we are focused on integrating our solutions to empower your experience with DevOps BI and analytics. We can’t do it without your feedback and welcome you to be among the first customers to try JFrog Insight. Managing and monitoring DevOps values will now be an easy task. JFrog Insight is enterprising DevOps with the first continuous intelligence and configuration solution. This universal tool will provide a complete picture of your DevOps ecosystem and process, collect key metrics, correlate them across the diverse systems, giving actionable insights to development managers, operations teams, and compliance officers. Our R&D team is currently working on a perfect merge of CloudMunch product into JFrog’s tools stack to give you JFrog Insight – the next gen DevOps bringing BI analytics to your organization. -
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OpsRamp
OpsRamp
Simplify IT Operations. Accelerate Digital Transformation. OpsRamp comes ready for any existing environment with pre-built integrations, APIs, and tools to develop custom integrations with all of your DevOps, ITSM, security and other tools. The OpsRamp platform is your digital operations command center – bringing the right operational insights across multiple services, platforms and point tools for a holistic view. Stop managing infrastructure and start delivering end-to-end IT services. -
23
Federator.ai
ProphetStor Data Services
Federator.ai®, ProphetStor’s Artificial Intelligence for IT Operations (AIOps) platform, provides intelligence to orchestrate container resources on top of VMs (virtual machines) or bare metal, allowing users to operate applications without the need to manage the underlying computing resources. Container adoption is growing, and Kubernetes is becoming the de facto standard of container management platforms. Whether container adoption occurs on-premises, in public clouds, or both, the operational overhead is enormous. Using AI/Machine Learning technology, Federator.ai® makes workload and resource predictions for containerized applications. It assists IT administrators foresee computing resource demands of applications and manage computing resources while optimizing costs without sacrificing performance. -
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Autointelli AIOps Platform
Autointelli Systems
Autointelli Inc, an AIOps company, provides solutions that handle modern IT operations (ITOps) with a duo of automation and machine learning. With a solution-oriented approach, we thrive in developing an AIOps platform that simplifies data center automation. Automate them with Autointelli AIOps platform – reduce alert noise, identify root causes and free your resources for high-value IT tasks. Build a better digital workplace with us. Autointelli AIOps Platform automatically correlates the events faster and escalates the tedious incidents to respective engineers. Autointelli AIOps Platform comes with a self-service automation feature that allows you to create any number of workflows to automate. Root cause analysis helps to identify the underlying cause of a problem in hardware and software. Analytics should enhance your business performance and provide possible insights from all major data sources. -
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Discover how to start your AIOps journey and transform your IT operations with IBM Cloud Pak for Watson AIOps. IBM Cloud Pak® for Watson AIOps is an AIOps platform that deploys advanced, explainable AI across the ITOps toolchain so you can confidently assess, diagnose and resolve incidents across mission-critical workloads. If you’re looking for IBM Netcool® Operations Insight or any previous IBM IT management offerings, IBM Cloud Pak for Watson AIOps is the evolution of your current entitlement. Correlate across all relevant data sources. Detect hidden anomalies, anticipate issues and resolve faster. Proactively avoid risks and automate runbooks for more efficient workflows. Correlate a vast amount of unstructured and structured data in real-time with AIOps tools. Keep teams focused, surfacing insights and recommendations into existing workflows. Build policy at the microservice level and automate across application components.
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Protect business service-level agreements with dashboards to monitor service health, troubleshoot alerts and perform root cause analysis. Reduce MTTR with real-time event correlation, automated incident prioritization and integrations with ITSM and orchestration tools. Use advanced analytics like anomaly detection, adaptive thresholding and predictive health scores to monitor KPI data and prevent issues 30 minutes in advance. Monitor performance the way the business operates with pre-built dashboards that track service health and visually correlate services to underlying infrastructure. Use side-by-side displays of multiple services and correlate metrics over time to identify root causes. Predict future incidents using machine learning algorithms and historical service health scores. Use adaptive thresholding and anomaly detection to automatically update rules based on observed and historical behavior, so your alerts never become stale.
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XiteiT
XiteiT
Master your cloud operation flow with a centralized platform for all production events, runbook governance, automations, operational procedures and advanced analytics. Built to improve productivity and assist every team member to achieve more. Whether you are running on-premise or cloud native, a scale-up startup or a multinational, XiteiT takes away the pain of managing the day to day complexities of your cloud operations team. A CloudOps orchestration and automation platform that integrates all of an organization’s monitoring, productivity tools and related automation platforms. Manage all your cloud operational tasks from one place to create 360o observability and operational consistency utilizing existing people and processes for a more effective incident response and production management. Drive operational visibility, so decisions are prioritized, and remediation time is dramatically reduced. -
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HPE InfoSight
Hewlett Packard Enterprise
You won’t spend any more days off searching for a root cause deep in your hybrid environment. Every second, HPE InfoSight collects and analyzes data from more than 100,000 systems worldwide, and uses that intelligence to make every system smarter and more self-sufficient. HPE InfoSight predicts and automatically resolves 86% of customer issues. Achieving always-on, always-fast apps requires greater visibility, intelligent performance recommendations, and more predictive autonomous operations from infrastructure. HPE InfoSight App Insights is your answer. Go beyond traditional performance monitoring to quickly locate, diagnose, and even predict problems across apps and workloads with the power of AI. HPE InfoSight leverages the power of AI to make autonomous infrastructure a reality. -
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Broadcom WatchTower Platform
Broadcom
Enhancing business performance by simplifying the identification and resolution of high-priority incidents. The WatchTower Platform is an observability solution that simplifies incident resolution in mainframe environments by integrating and correlating events, data flows, and metrics across IT silos. It offers a unified, user-friendly experience for operations teams to streamline workflows. Built on familiar AIOps solutions, WatchTower detects potential issues early, facilitating proactive avoidance. It also uses OpenTelemetry to stream mainframe data and insights to observability tools, enabling enterprise SREs to identify bottlenecks and enhance operational efficiency. WatchTower augments alerts with pertinent context, eliminating the need for multiple tool logins to collect critical information. WatchTower workflows expedite problem identification, investigation, and incident resolution, and simplify problem handover and escalation. -
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Unravel
Unravel Data
Unravel makes data work anywhere: on Azure, AWS, GCP or in your own data center– Optimizing performance, automating troubleshooting and keeping costs in check. Unravel helps you monitor, manage, and improve your data pipelines in the cloud and on-premises – to drive more reliable performance in the applications that power your business. Get a unified view of your entire data stack. Unravel collects performance data from every platform, system, and application on any cloud then uses agentless technologies and machine learning to model your data pipelines from end to end. Explore, correlate, and analyze everything in your modern data and cloud environment. Unravel’s data model reveals dependencies, issues, and opportunities, how apps and resources are being used, what’s working and what’s not. Don’t just monitor performance – quickly troubleshoot and rapidly remediate issues. Leverage AI-powered recommendations to automate performance improvements, lower costs, and prepare.