List of Leading AIOps Platforms and Tools
In the rapidly evolving world of IT operations, staying ahead of potential issues is crucial. A range of advanced tools and platforms, known as AIOps, are helping technologists do just that. These solutions combine machine learning, automation, and real-time analytics to enhance IT operations, reducing alert noise, detecting incidents earlier, and improving root cause analysis and remediation.
Leading AIOps Platforms
Some of the well-known AIOps platforms include Splunk Enterprise, PagerDuty, AppDynamics, DataDog, BigPanda, New Relic, IBM Instant Enterprise Observability, LogicMonitor, Moogsoft, BMC, and OpsRamp. However, the landscape is not limited to these.
Emerging AIOps Tools and Platforms
Notable additional top AIOps tools and platforms include Dynatrace, Elastic Observability, CloudFabrix, Rootly, Micro Focus, Zenoss, Netreo, ignio AIOps, and StackState.
Dynatrace, for instance, is highly rated for its AI-driven observability and automatic event correlation, having been named a leader in Gartner’s 2025 Magic Quadrant for Observability Platforms. Elastic Observability, on the other hand, helps accelerate root cause analysis by leveraging AI capabilities.
CloudFabrix uses generative AI to troubleshoot IT issues, while Rootly is a modern on-call and incident management platform used by leading tech companies, supported by Y Combinator.
Key Features of Top AIOps Platforms
Splunk Enterprise
Splunk Enterprise's top features include real-time alerts, visualized metrics, automated data collection, and the ability to index data.
PagerDuty
PagerDuty is a simple-to-use AIOps platform that allows for on-call rotations, easy escalations, and multiple contact methods, providing an effective tool for keeping an eye over critical IT assets.
AppDynamics
AppDynamics is a top application performance monitoring solution and AIOps platform, offering full-stack, business-centric insights and AI/ML capabilities to help technologists stay ahead of potential digital performance issues.
Moogsoft
Moogsoft is an advanced self-servicing AI-driven observability platform, designed to provide deep and real-time visibility into IT issues and reduce noise in the observed systems.
IBM Instana
IBM Instana is a full-stack observability platform that offers automated insights, automated root cause analysis, and is incorporated into IBM's AIOps portfolio.
BigPanda
BigPanda uses Open Box machine learning to correlate IT noise into valuable insights and automate cluster management. Its Ops-Aware inbox helps users stay on top of notifications by reducing false positives by 95% or more.
BMC
BMC offers a robust set of technologies, including an open data access model and SaaS extension, to help map, log, and manage the IT infrastructure, with a unique approach to data that can lead to improved service and operational efficiency.
New Relic
New Relic offers noise reduction, pattern discrepancy reduction, detailed reports, real-time and transactional monitoring, and services for SaaS software, iOS and Android applications.
LogicMonitor
LogicMonitor is a cloud-based SaaS platform that offers a comprehensive suite of over 1000 built-in automation tools, sophisticated anomaly detection, root cause analysis, AI-based baselining, and IT operation management powered by artificial intelligence.
Datadog
Datadog is a cloud-driven data management and monitoring platform that offers automated infrastructure monitoring, real-time observability, platform integration, and built-in ML for environment management.
Splunk Enterprise
Splunk Enterprise offers automated data collection, visualization, and indexing to provide meaningful insights for businesses, enabling them to identify discrepancies and make informed decisions.
The Advantage of AIOps
AIOps offers a viable way to stay ahead of the competition in digital transformation efforts. It helps IT Ops, DevOps, and SRE teams quickly detect issues before they become disruptive to business operations and customers. By embracing AIOps, businesses can proactively handle operational issues, reducing downtime and improving overall efficiency.
- Many top AIOps platforms, such as Dynatrace, Elastic Observability, CloudFabrix, Rootly, Micro Focus, Zenoss, Netreo, ignio AIOps, and StackState, are emerging as notable additions to the landscape of AIOps technology.
- Splunk Enterprise, a leading AIOps platform, provides features like real-time alerts, visualized metrics, automated data collection, and data indexing to help businesses make informed decisions and improve operational efficiency.
