Top Free AIOps Tools

While analyzing Dynatrace reviews, I frequently came across references to the precision of the Davis AI engine. Reviewers describe high-quality root-cause identification, full-stack analysis, and automation that cuts through alert noise. Many also note how consistent the insights remain, even as environments scale. It appears to be positioned as a platform designed to automate intelligence across complex digital ecosystems.

PagerDuty helps organizations of all sizes deliver seamless digital experiences by providing real-time insights and automation through the PagerDuty Operations Cloud. Designed to manage critical incidents, PagerDuty enables teams to detect, assess, and resolve issues faster, preventing downtime and ensuring business continuity. Key Features and Product Functionality PagerDuty Operations Cloud is the heart of our platform, providing proactive incident response, on-call management, automated workflows, and AI-powered insights. With seamless integrations to over 700 tools, including monitoring and collaboration platforms, PagerDuty helps teams centralize their operations to improve service reliability and avoid disruption. What Makes us Different PagerDuty empowers teams to solve critical problems quickly and efficiently, enhancing operational resilience and improving overall performance. Trusted by leading organizations, the Operations Cloud is uniquely built to handle the complexities of today’s digital businesses. Our ability to deliver real-time incident resolution sets us apart, giving IT leaders and CIOs the confidence to maintain always-on services. Get Started Experience the power of the PagerDuty Operations Cloud. Learn more and start your free trial at www.pagerduty.com/free-trial

One pattern that surfaced repeatedly as I reviewed Atera’s G2 feedback was how often users credit the platform with simplifying day-to-day IT operations. Reviewers describe clear remote monitoring, accessible automation, and alerts that reduce manual troubleshooting. Many also point to noticeable time savings because routine tasks run on predictable scripts. The overall sentiment reflects a system geared toward lean teams wanting straightforward operational intelligence.

Powered by Cisco, AppDynamics is on a mission to help companies see their technology through the lens of the business so they can work as one to prioritize what matters most. We’re reinventing the observability space and simplifying the challenge of digital transformation for the world’s largest enterprises. In this era of unprecedented digital growth, the AppDynamics Business Observability Platform transforms organizations faster by providing business context deep into the technology stack, aligning teams around shared priorities, and enabling technologists to act with confidence and control. AppDynamics has been recognized by Gartner as a leader in the APM market for more than eight years and was positioned highest in ‘ability to execute’ in Gartner’s 2021 Magic Quadrant Report for APM.

I analyzed SysAid’s G2 user sentiment and found praises for the platform’s impact on incident handling efficiency. Users describe AI-supported routing, automated categorization, and workflows that reduce repetitive effort in triage. Reviewers also mention better coordination between service operations and ticketing data. The feedback showcases a service desk that gains operational lift from embedded AIOps.

I observed a consistent theme in New Relic’s G2 review data about how it helps users pinpoint application issues across distributed systems. Reviewers highlight detailed tracing, flexible dashboards, and fast insight into performance regressions. Several also value how deeply the platform integrates into engineering workflows. The sentiment frames New Relic as a problem-solving tool for engineering-centric teams.

What caught my attention in Instana’s G2 review data was the insistence on how quickly it surfaces application behavior across microservices. Users mention near-instant instrumentation, detailed dependency views, and fault isolation that speed decisions. Several reviewers also appreciate that data collection stays continuous without a complicated setup. The feedback points toward Instana as a real-time lens for cloud-native performance.

As I went through Datadog’s G2 feedback, I noticed how consistently users praise its integrated view across logs, metrics, and traces. Reviewers highlight wide integration coverage, flexible dashboards, and anomaly detection that accelerates problem discovery. Many appreciate the ability to correlate telemetry without relying on multiple tools. The sentiment reflects a platform built for unified cloud visibility.

As I examined Turbonomic G2 feedback, the standout observation was how often users attribute resource stability to its continuous optimization logic. Reviewers highlight automated right-sizing, performance balancing, and guidance that reduces over- or under-allocation. Many also note measurable cost control across hybrid deployments. It positions itself as a resource-aware automation engine.

LogicMonitor® offers hybrid observability powered by AI. The company’s SaaS-based platform, LM Envision, enables observability across on-prem and multi-cloud environments. We provide IT and business teams operational visibility and predictability across their technologies and applications to focus less on troubleshooting and more on delivering extraordinary employee and customer experiences. For more information, visit  www.logicmonitor.com and our blog, or follow us on LinkedIn, X, Facebook, and YouTube.

meshIQ is the enterprise evolution platform purpose-built to transform how organizations manage and optimize their middleware—the digital nervous system of the enterprise. It provides unified visibility, control, and modernization of messaging, event streaming, and B2B transactional flows across all middleware vendors, all environments, and at enterprise scale. Acting as a real-time intelligence layer across your entire ecosystem, meshIQ connects, monitors, and analyzes every message, event, and business transaction with forensic-level insight, so you can run incredibly lean operations with confidence and control. By eliminating the expense, complexity, and manual nature of managing multiple middleware platforms, meshIQ helps enterprises dramatically cut OPEX, resolve incidents and disputes up to 70% faster, reduce manual reconciliation efforts, and accelerate service delivery. The platform also provides a safe, fast, and reliable path to modernize middleware and migrate to modern architectures such as Apache Kafka®, ActiveMQ®, and cloud-native environments—without disruption. And with built-in B2B Flow Intelligence, organizations can assure every business transaction to safeguard revenue, meet regulatory requirements, and protect customer trust and experiences.

ManageEngine Site24x7 offers unified cloud monitoring for DevOps and IT operations within small to large organizations. The solution monitors the experience of real users accessing websites and applications from desktop and mobile devices. In-depth monitoring capabilities enable DevOps teams to monitor and troubleshoot applications, servers and network infrastructure, including private and public clouds. End-user experience monitoring is done from more than 100 locations across the world and various wireless carriers.

Coralogix is a modern, full-stack observability platform transforming how businesses process and understand their data. Our unique architecture powers in-stream analytics without reliance on indexing or hot storage. We specialize in comprehensive monitoring of logs, metrics, trace and security events, enhancing operational efficiency and reducing total cost of ownership by up to 70%. Coralogix stands out for its simple pricing model, based solely on data volume ingested and retained, and offers free, fast customer support with less than 30 second response time and 1 hour resolution time. Our platform covers the entire range of observability with features such as APM, RUM, SIEM, Kubernetes monitoring and more, all streamlined for quick integration and immediate value. Components within the stream store the system state to provide stateful insights and real-time alerting without ever needing to index the data — so there are never any trade-offs to achieve observability. Once ingested, parsed, and enriched, data is written remotely to an archive bucket controlled by the client. The archive can be queried directly at any time, from the platform UI or via CLI, giving users infinite retention with full control over, and access to, their data. View and query your data from any dashboard using any syntax. Coralogix has successfully completed relevant security and privacy compliances by BDO including GDPR, SOC 2, PCI, HIPAA, and ISO 27001/27701.

As an IT leader, you want to quickly zero in on the most important problems impacting the performance of your applications and take the right actions at the right time. Yet, distributed, hybrid cloud environments create a continuous avalanche of siloed data. Your operations and SRE teams thus spend more time searching, reacting, and troubleshooting – and less time innovating. You need a comprehensive observability solution built on a platform that puts all your telemetry data to work. Meet Elastic Observability. Combining logs, metrics, and traces in an open, extensible platform, Elastic Observability ingests and stores data across your tech stack at petabyte scale, with embedded machine learning and analytics to turn data insights into action. Decrease mean-time-to-resolution. Increase developer efficiency. Optimize the customer experience. Our customers agree: based on an Elastic survey of 291 Elastic Observability customers, Elastic improved their application and service resilience by 60%. All this and more in a unified observability solution. Get the visibility you need to innovate and scale for tomorrow’s business needs.

The pioneer of AIOps, advancing enterprise availability with modern ITOps. Why AIOps? At Moogsoft, we understand that every business leader wants to protect and grow revenue, increase customer satisfaction, reduce security, legal and reputational risks, and/or drive down costs. But when something goes wrong it still takes too many people too long to discover the cause and resolve it. Without AIOps, IT teams continue to work in silos, miss and misprioritize issues. As companies have digitally transformed and every company has become a tech company, there are simply too many alerts and tickets, cumbersome manual processes, and not enough resources to do the job. Why Moogsoft? Moogsoft creates an automated connective layer that brings IT Operations, Observability, and Incident Management teams onto the same page. This helps lower your mean time to detect (MTTD), investigate and resolve incidents (MTTR), so you can move from being reactive to proactive.