Top Free AIOps Tools - Page 2

How Many AIOps Tools Products Does G2 Track?

Total Products under this Category: 124

Category Stats (Sep 2026)

  • Average Rating: 4.5/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: BMC Helix Operations Management with AIOps (+10.34%) - Among all products in this category, BMC Helix Operations Management with AIOps recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank AIOps Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 11,000+ Authentic Reviews
  • 124+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for AIOps Tools

G2 Grid® for AIOps Tools plotting products by satisfaction and market presence

Highlighted products: ServiceNow IT Operations Management, Remote Monitoring and Management, OpManager Nexus, Dynatrace, IBM Instana, ScienceLogic AI Platform, Sumo Logic, and Datadog.

Underlying data: [Grid® JSON](https://www.g2.com/categories/aiops-platforms/grids.json?focus%5B%5D=servicenow-it-operations-management&focus%5B%5D=remote-monitoring-and-management&focus%5B%5D=opmanager-nexus&focus%5B%5D=dynatrace&focus%5B%5D=ibm-instana&focus%5B%5D=sciencelogic-ai-platform&focus%5B%5D=sumo-logic&focus%5B%5D=datadog)

Fabrix.ai

Data-centric AIOps Platform for Hybrid Deployments Powered by Robotic Data Automation Fabric (RDAF) Enabling the Autonomous Enterprise! - CloudFabrix was founded on a deep desire to enable Autonomous Enterprises. As we interviewed several big and small enterprises, one thing became very apparent. As Digital businesses were becoming more complex and abstract, it was impossible for traditional data management disciplines and frameworks to meet these requirements. As we dug deeper, 3 building blocks emerged as key pillars for embarking on a autonomous enterprise journey – the enterprise needed to adopt 1) Data-First 2) AI-First and 3) Automate Everywhere strategy. CloudFabrix AIOps platform provides the following services. 1) Alert Noise Reduction 2) Incident Management 3) Predictive Analytics & Anomaly Detection 4) FinOps/Asset Intelligence & Analytics 5) Log Intelligence. CloudFabrix Platform powered by RDAF has six differentiating pillars. 1) Data fabric for data integration & automation 2) Low Code/No Code Observability Pipelines to aggregate, transform, enrich correlate and route 3) Continuous Learning for explainable AI/ML models & transformers 4) AIOps as a service for multi-tenant, distributed hybrid consumption 5) Observability Dashboards for full stack observability insights 6) Full Stack Mappings for dependency and impact data model and maps CloudFabrix empowers IT leaders and operations personnel with actionable intelligence to make faster and better decisions. CloudFabrix is headquartered in Pleasanton, CA with branch offices in India and the United Kingdom.

Average Rating: 4.8/5.0

Total Reviews: 10

How Do G2 Users Rate Fabrix.ai?

  • Systems Monitoring: 10.0/10 (Category avg: 9.2/10)
  • Artificial Intelligence: 10.0/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Reporting: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind Fabrix.ai?

  • Seller: Fabrix.ai
  • Year Founded: 2015
  • HQ Location: Pleasanton, California
  • Twitter: @CloudFabrix
    4 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    125 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 50% Medium, 30% Small

What Are Recent G2 Reviews of Fabrix.ai?

What Are G2 Users Discussing About Fabrix.ai?

ZIF

The Zero Incident Framework (ZIF) is an AI-Ops based platform delivering enhanced network operations management around asset discovery, hybrid infrastructure monitoring, Proactive detection, and automation. The platform harnesses unique features from high-end technologies like artificial intelligence, machine learning, and intelligent automation. ZIF components provide organizations with full-fledged proactivity and a level of resilience that would enable increased availability and ‘zero outages’ in any environment be it cloud, on-premises, or hybrid IT infrastructure. ZIF is an AI-Ops platform that enables proactive detection and remediation of potential events helping organizations drive towards a Zero Incident Enterprise™.

Average Rating: 4.5/5.0

Total Reviews: 17

How Do G2 Users Rate ZIF?

  • Systems Monitoring: 9.5/10 (Category avg: 9.2/10)
  • Artificial Intelligence: 9.6/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.1/10)
  • Reporting: 9.5/10 (Category avg: 8.7/10)

Who Is the Company Behind ZIF?

  • Seller: Neurealm
  • Year Founded: 1998
  • HQ Location: Princeton, US
  • Twitter: @ZIF_AI
    258 Twitter followers
  • LinkedIn® Page: linkedin.com
    3,635 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: IT Analyst
  • Top Industries: Banking
  • Company Size: 50% Small, 50% Large

What Are Recent G2 Reviews of ZIF?

What Are G2 Users Discussing About ZIF?

Digitate

Launched in 2015, Digitate is a leading provider of SaaS-based autonomous enterprise software, bringing agility, assurance, and resiliency to IT and business operations. Digitate’s flagship offering, ignio™, is an award-winning, AIOps platform that accelerates the automation of IT lifecycle tasks from triaging to resolution. It combines unified observability, AI-powered insights, and closed-loop automation to deliver better visibility and control over business KPIs in hybrid and multi-cloud environments. Further, it enables predictive and preventive operations with intelligent recommendations and self-healing. Our customers span multiple industries and include Fortune 500 companies and global enterprises that are leaders and innovators. Digitate empowers customers every day to innovate and manage workloads, increase business velocity, and deliver superior end-user experiences.

Average Rating: 4.4/5.0

Total Reviews: 130

How Do G2 Users Rate Digitate?

  • Systems Monitoring: 8.5/10 (Category avg: 9.2/10)
  • Artificial Intelligence: 7.7/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Reporting: 8.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Digitate?

  • Seller: Digitate
  • Company Website:
  • Year Founded: 2015
  • HQ Location: Santa Clara, US
  • Twitter: @igniobydigitate
    3,763 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    328 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Manager
  • Top Industries: Retail, Pharmaceuticals
  • Company Size: 81% Large, 10% Medium

What Do G2 Reviewers Say About Digitate?

AI-generated summary from verified user reviews

Pros
  • Users benefit from the exceptional AI capabilities of Digitate, enhancing operational efficiency and analytical insights significantly.
  • Users highlight the intelligent automation capabilities of Digitate, enhancing efficiency and reducing manual workloads significantly.
  • Users value the knowledgeable and supportive customer support team of Digitate, enhancing their IT operations significantly.
  • Users praise Digitate for its significant productivity improvement, streamlining operations and enhancing operational efficiency with AI capabilities.
  • Users value the effective alerting system of Digitate Ignio, facilitating quick responses and minimizing impact on operations.
Cons
  • Users note that implementation takes longer than expected due to complexity, time constraints, and resource limitations.
  • Users find the difficult learning curve of Digitate hampers quick implementation and efficient use of its features.
  • Users find the setup complexity of Digitate daunting, making initial customization and usage challenging for newcomers.
  • Users feel that Digitate offers limited features and could improve in areas like setup, documentation, and enhancements.
  • Users find the slow implementation process frustrating, as solutions take longer than expected to be set up.

What Are Recent G2 Reviews of Digitate?

What Are G2 Users Discussing About Digitate?

SolarWinds Observability

SolarWinds® Observability is a comprehensive full-stack observability solution designed to meet the diverse needs of modern organizations, regardless of their size. This solution provides deep visibility into hybrid ecosystems, enabling users to monitor and manage both on-premises and cloud environments effectively. By optimizing performance and ensuring availability across distributed hybrid IT infrastructures, SolarWinds Observability supports organizations in navigating the complexities of their IT environments. Targeted at IT professionals and organizations that require robust monitoring capabilities, SolarWinds Observability caters to a wide range of use cases. It is particularly beneficial for businesses operating in hybrid environments, where the integration of on-premises and cloud resources is essential. The solution allows users to gain a holistic view of their networks, applications, databases, and user experiences, thereby facilitating better decision-making and operational efficiency. This is especially crucial in today’s fast-paced digital landscape, where downtime can significantly impact service reliability and customer satisfaction. One of the standout features of SolarWinds Observability is its built-in intelligence powered by AIOps capabilities. This functionality accelerates issue remediation by enabling users to detect, troubleshoot, and resolve problems more efficiently. The advanced predictive analysis and anomaly-based alerts help organizations proactively address potential issues before they escalate, ultimately reducing downtime and enhancing service reliability. Additionally, the solution's log pattern analysis further streamlines the troubleshooting process, allowing IT teams to focus on strategic initiatives rather than being bogged down by operational challenges. SolarWinds Observability offers flexibility in deployment, providing users with the option to choose between self-hosted and SaaS models. The self-hosted option integrates seamlessly with other SolarWinds services, such as security and storage monitoring, while the SaaS option is tailored for deeper monitoring of custom and cloud-based applications. This adaptability ensures that organizations can select the deployment method that best aligns with their operational needs and infrastructure. Moreover, SolarWinds Observability stands out by consolidating multiple monitoring tools into a single, integrated solution. This not only simplifies the monitoring process but also helps organizations reduce costs associated with managing disparate systems. By offering comprehensive visibility across hybrid IT environments, SolarWinds Observability empowers organizations to optimize their operations and enhance overall performance.

Average Rating: 4.3/5.0

Total Reviews: 828

How Do G2 Users Rate SolarWinds Observability?

  • Systems Monitoring: 7.8/10 (Category avg: 9.2/10)
  • Artificial Intelligence: 7.2/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Reporting: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind SolarWinds Observability?

  • Seller: SolarWinds Worldwide LLC
  • Company Website:
  • Year Founded: 1999
  • HQ Location: Austin, TX
  • Twitter: @solarwinds
    19,570 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,864 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Network Engineer, Network Administrator
  • Top Industries: Information Technology and Services, Hospital & Health Care
  • Company Size: 44% Large, 35% Medium

What Do G2 Reviewers Say About SolarWinds Observability?

AI-generated summary from verified user reviews

Pros
  • Users love the intuitive interface of SolarWinds Observability, making system management and monitoring effortless and efficient.
  • Users appreciate the comprehensive visibility of SolarWinds Observability, simplifying performance monitoring across diverse environments.
  • Users value the unified visibility across infrastructure that simplifies monitoring and accelerates troubleshooting effectively.
  • Users appreciate the monitoring capabilities of SolarWinds Observability, effectively managing and analyzing network environments.
  • Users appreciate the intuitive user interface of SolarWinds, enhancing the management and visibility of network performance.
Cons
  • Users find the pricing escalates quickly, making SolarWinds Observability less affordable for larger setups and features.
  • Users face a significant learning curve with SolarWinds Observability, complicating the use of advanced features and integrations.
  • Users face integration issues due to complex setups and limited support for ITSM platform connections, affecting usability.
  • Users find the complex setup of SolarWinds Observability challenging, requiring significant technical expertise and time investment.
  • Users find the configuration difficulty of SolarWinds Observability to be a significant hurdle in effective deployment.

What Are Recent G2 Reviews of SolarWinds Observability?

What Are G2 Users Discussing About SolarWinds Observability?

Coralogix

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.

Average Rating: 4.6/5.0

Total Reviews: 339

How Do G2 Users Rate Coralogix?

  • Systems Monitoring: 8.7/10 (Category avg: 9.2/10)
  • Artificial Intelligence: 6.7/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Reporting: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind Coralogix?

  • Seller: Coralogix
  • Company Website:
  • Year Founded: 2014
  • HQ Location: San Francisco, CA
  • Twitter: @Coralogix
    4,102 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    591 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 53% Medium, 34% Large

What Do G2 Reviewers Say About Coralogix?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Coralogix, highlighting its simple setup and efficient integrations.
  • Users value the ease of log monitoring and seamless integration, enhancing overall observability and support responsiveness.
  • Users value the integration of logs, metrics, and alerts, enhancing efficiency in root-cause analysis and monitoring.
  • Users commend the exceptional customer support of Coralogix, ensuring quick resolutions and a smooth experience.
  • Users value the real-time monitoring of Coralogix, enhancing their understanding of user behavior and improving incident response.
Cons
  • Users find that the learning curve is steep for beginners, making navigation and understanding features challenging.
  • Users experience slow performance with Coralogix, leading to frustration due to delayed log fetching and UI loading.
  • Users find the difficult learning curve of Coralogix challenging, especially for beginners navigating complex options.
  • Users find the missing feature for downloading log results a significant limitation in Coralogix's functionality.
  • Users find the learning difficulty of Coralogix challenging, especially when navigating advanced features and the overwhelming UI.

What Are Recent G2 Reviews of Coralogix?

LogicMonitor

LogicMonitor is an AI-first observability platform that helps enterprises protect revenue, brand reputation, and customer experience in a digital-first world. As every customer interaction depends on application and infrastructure performance, downtime is more than an IT issue—it is a business risk. LogicMonitor eliminates blind spots across cloud, infrastructure, applications, and the Internet, giving IT teams unified visibility from user experience to code-level performance. With AI-powered insights, intelligent alerting, and automation, LogicMonitor helps organizations detect, prioritize, and prevent issues before they impact customers. By enabling teams to move from reactive incident response to autonomous IT operations, LogicMonitor helps modern enterprises reduce disruption, operate efficiently at scale, and keep digital services performing reliably. For more information, visit  www.logicmonitor.com and our blog, or follow us on LinkedIn, X, Facebook, and YouTube.

Average Rating: 4.5/5.0

Total Reviews: 586

How Do G2 Users Rate LogicMonitor?

  • Systems Monitoring: 8.7/10 (Category avg: 9.2/10)
  • Artificial Intelligence: 7.6/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)
  • Reporting: 8.4/10 (Category avg: 8.7/10)

Who Is the Company Behind LogicMonitor?

  • Seller: LogicMonitor
  • Company Website:
  • Year Founded: 2007
  • HQ Location: Santa Barbara, CA
  • Twitter: @logicmonitor
    12,430 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,258 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Infrastructure Manager, IT Manager
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 52% Medium, 30% Large

What Do G2 Reviewers Say About LogicMonitor?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in LogicMonitor, benefiting from its intuitive navigation and simple management features.
  • Users praise the implementation ease of LogicMonitor, appreciating its fast setup and intuitive platform navigation.
  • Users value the broad range of monitoring features in LogicMonitor, enhancing both infrastructure and application oversight.
  • Users value the comprehensive monitoring of LogicMonitor, providing deep insights into applications and infrastructure effortlessly.
  • Users commend the excellent customer support of LogicMonitor, facilitating enhanced monitoring and problem management effortlessly.
Cons
  • Users find the steep learning curve challenging due to the need for advanced skills and internet reliance.
  • Users note limited features, facing challenges like integrations, training needs, and an expensive licensing model.
  • Users find LogicMonitor to be expensive, especially for small teams without a free tier or affordable licenses.
  • Users find the inadequate monitoring capabilities of LogicMonitor frustrating, especially with traditional server workloads and configuration demands.
  • Users find the complexity of integrations and setup challenging, often requiring external tools and training for effective use.

What Are Recent G2 Reviews of LogicMonitor?

What Are G2 Users Discussing About LogicMonitor?

Moogsoft

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.

Average Rating: 4.5/5.0

Total Reviews: 34

How Do G2 Users Rate Moogsoft?

  • Systems Monitoring: 8.8/10 (Category avg: 9.2/10)
  • Artificial Intelligence: 9.1/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Reporting: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Moogsoft?

  • Seller: Dell Technologies
  • Year Founded: 1984
  • HQ Location: Round Rock, TX
  • Twitter: @Dell
    799,086 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    124,254 employees on LinkedIn®
  • Ownership: NYSE: DELL

Who Uses This Product?

  • Who Uses This: Analyst
  • Top Industries: Information Technology and Services
  • Company Size: 82% Large, 18% Medium

What Do G2 Reviewers Say About Moogsoft?

AI-generated summary from verified user reviews

Pros
  • Users value the efficient alert processing and impressive dashboard features of Moogsoft for streamlined operations.
  • Users praise Moogsoft for its excellent alert management, highlighting the effective dashboard and seamless processing capabilities.
  • Users appreciate the awesome dashboard usability of Moogsoft, enhancing alert processing and overall efficiency.
  • Users highlight the awesome dashboard of Moogsoft, enhancing the processing and visualization of alerts effectively.
  • Users value the visibility provided by Moogsoft, enhancing their ability to manage alerts effectively through its intuitive dashboard.
Cons
  • Users report stability issues with Moogsoft, particularly when system load increases, leading to downtime.
  • Users experience significant performance issues with Moogsoft, especially when handling increased loads that cause system failures.
  • Users face slow loading issues with Moogsoft, especially during peak times, leading to performance concerns.
  • Users report slow performance in Moogsoft, especially during high load, leading to significant downtime and instability.

What Are Recent G2 Reviews of Moogsoft?

What Are G2 Users Discussing About Moogsoft?

Mezmo

Mezmo built an AI SRE agent that helps SRE and platform teams manage production environments with greater context, control, and trust. It supports autonomous incident detection, investigates incidents, identifies likely root causes, generates post-mortems, and turns repeatable operations work into governed agentic workflows on-call teams can rely on. The agent runs on AURA, Mezmo’s open-source agent harness, and is grounded by Mezmo’s real-time telemetry pipeline. Together, they give the agent task-ready context from logs, metrics, and traces instead of raw data dumps. Mezmo keeps production AI inspectable and controlled. Teams can connect their own models, integrate existing tools through MCP, run workflows on their own infrastructure, and audit every plan, prompt, and tool call. Mezmo is built for SRE and platform teams that want to bring AI into production operations without giving up control, context, or trust.

Average Rating: 4.6/5.0

Total Reviews: 213

How Do G2 Users Rate Mezmo?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)

Who Is the Company Behind Mezmo?

  • Seller: Mezmo
  • Year Founded: 2015
  • HQ Location: San Jose, California
  • Twitter: @mezmodata
    1,733 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    62 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 64% Small, 32% Medium

What Do G2 Reviewers Say About Mezmo?

AI-generated summary from verified user reviews

Pros
  • Users enjoy the ease of use of Mezmo, highlighting its intuitive UI and efficient log analysis capabilities.
  • Users appreciate the ease of log collection and analysis with Mezmo, enhancing incident response efficiency significantly.
  • Users value the real-time monitoring capabilities of Mezmo, streamlining log management and incident response efficiency.
  • Users appreciate the real-time monitoring capabilities of Mezmo, enhancing incident response and simplifying log analysis.
  • Users value the efficiency improvement with Mezmo, significantly enhancing productivity and streamlining log analysis.
Cons
  • Users find the UX improvement necessary, citing complexity and design issues that hinder first-time navigation.
  • Users find the complex setup of Mezmo requires specialized knowledge and significant resources for effective maintenance.
  • Users are concerned about the high costs of Mezmo, especially with rising prices based on log volume.
  • Users find learning Mezmo tricky at first, but appreciate the team's continuous improvements and support.
  • Users are frustrated by the limitation of log levels, missing support for regular console logging and poor documentation.

What Are Recent G2 Reviews of Mezmo?

What Are G2 Users Discussing About Mezmo?

OpsPilot

OpsPilot OpsPilot is an AI-powered observability and autonomous reliability platform with an AI Site Reliability Engineering (SRE) teammate that helps engineering and operations teams detect, understand, and resolve incidents faster — and increasingly prevent them from happening at all. Your 24/7 stack expert Modern production systems — microservices, distributed architectures, cloud and hybrid environments — generate enormous volumes of telemetry. Your existing tools surface that data. But they still leave engineers responsible for interpreting signals, finding root causes, and deciding what to do next. OpsPilot closes that gap. It continuously analyzes telemetry across your applications, infrastructure, and services — then tells your team what is happening, why it is happening, and what to do about it. From dashboards to autonomous reliability OpsPilot goes beyond alerting and visualization. It correlates signals across metrics, logs, traces, and deployment events to identify abnormal behavior, explain root causes, and guide teams toward faster resolution — dramatically reducing time spent on incident investigation and operational troubleshooting. Over time, it evolves from reactive investigation toward proactive and autonomous operations. Your AI SRE teammate OpsPilot acts as an AI SRE teammate — augmenting your operations team by answering the questions engineers face during incidents: What changed? Where is the failure occurring? Which service is responsible? What should we investigate next? Three core capabilities Observability — collects and correlates telemetry across metrics, logs, traces, JVM data, and application-level diagnostics for a complete picture of system behavior. Operational Intelligence — applies AI-driven analysis to surface what changed, what is causing the issue, which components are involved, and what actions may resolve it. Foundational capabilities include anomaly detection, alert reduction, telemetry correlation, and root cause analysis. Action and Automation — supports guided incident response, runbook generation, automated remediation, and continuous operational learning — moving teams progressively toward autonomous reliability. OpenTelemetry-native. No new agents required. OpsPilot ingests telemetry via OTLP over gRPC or HTTP — no proprietary agent required. It works with your existing OpenTelemetry instrumentation across Kubernetes, microservices, cloud services, and serverless platforms. Prometheus-compatible metrics, Loki log ingestion, and Jaeger/Zipkin trace formats are also supported. For teams needing deep JVM or ColdFusion diagnostics, the optional FusionReactor APM agent provides additional application-level telemetry. Built for DevOps, SRE, and platform engineering teams OpsPilot is designed for organizations running modern production systems that require high reliability and operational efficiency — particularly teams moving toward SRE or platform engineering models who need deeper operational insight without increasing headcount. Deployed as SaaS, hybrid, or agentless via OpenTelemetry.

Average Rating: 4.8/5.0

Total Reviews: 174

How Do G2 Users Rate OpsPilot?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.1/10)

Who Is the Company Behind OpsPilot?

  • Seller: Intergral
  • Company Website:
  • Year Founded: 1998
  • HQ Location: Böblingen, DE
  • Twitter: @Fusion_Reactor
    9,345 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CTO, Developer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 61% Small, 29% Medium

What Do G2 Reviewers Say About OpsPilot?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of OpsPilot, facilitating quick access to crucial metrics and troubleshooting insights.
  • Users find the real-time web metrics invaluable, enabling quick insights and identification of performance issues in their applications.
  • Users appreciate the real-time visibility and detailed insights provided by FusionReactor APM for effective monitoring.
  • Users value the real-time monitoring of OpsPilot, enabling effective performance management and quick issue resolution.
  • Users praise the responsive and friendly customer support of OpsPilot, making troubleshooting and assistance seamless.
Cons
  • Users find the learning curve challenging, as advanced features require careful configuration and can be overwhelming.
  • Users face difficult configuration challenges, leading to confusion and potentially missing out on important insights.
  • Users find the learning difficulty of OpsPilot challenging initially, requiring some research before effective use.
  • Users find the UI confusing, especially the Cloud version, despite ongoing improvements for clarity and usability.
  • Users find the UI design confusing, noting that it can complicate the initial experience with OpsPilot.

What Are Recent G2 Reviews of OpsPilot?

What Are G2 Users Discussing About OpsPilot?

Virtana Platform

Virtana delivers the industry's deepest hybrid infrastructure observability platform, empowering enterprises to ensure the availability, efficiency, and resiliency of their mission-critical services. Our AI-powered platform unifies visibility across on-premises, cloud, and Kubernetes environments, providing comprehensive real-time insights and intelligent automation. Key differentiators: · AI-driven early warning system and automated root cause analysis · Comprehensive topology discovery and mapping across your entire IT estate · Consolidated alerts with policy-based noise reduction · Natural language infrastructure querying through Virtana Copilot · Vendor-agnostic platform supporting both on-premises and cloud deployments Organizations choose Virtana to: · Reduce mean time to resolution (MTTR) through AI-powered automation · Lower infrastructure costs with intelligent optimization · Improve team productivity by eliminating alert noise · Support demanding AI workloads with deep infrastructure insights · Transform infrastructure from a cost center to a strategic asset Whether you're managing traditional IT, hybrid environments, or advanced AI data centers, Virtana provides the deep observability and intelligent automation needed to drive operational excellence and accelerate digital transformation.

Average Rating: 4.3/5.0

Total Reviews: 35

How Do G2 Users Rate Virtana Platform?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)
  • Reporting: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Virtana Platform?

  • Seller: Virtana
  • Year Founded: 2008
  • HQ Location: N/A
  • Twitter: @VirtanaCorp
    9,421 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    168 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 53% Large, 26% Medium

What Are Recent G2 Reviews of Virtana Platform?

What Are G2 Users Discussing About Virtana Platform?

eG Enterprise

eG Enterprise, from eG Innovations, is a total performance monitoring solution for applications and IT infrastructures. Get actionable answers to performance issues, wherever they originate, across your physical, virtual, cloud and hybrid infrastructure, improving the user experience and dramatically improving IT efficiency. • Proactively monitor end-user experience on website and applications with real user monitoring and synthetic transaction monitoring • Trace user transactions across the applications architecture and pinpoint application code-level and database query-level issues • Map application dependencies with underlying infrastructure (server, hypervisor, storage, network, cloud) • In a single click, drill down to get performance metrics of any IT infrastructure component. • Built-in machine learning and automatic correlative intelligence help detect the root cause of application issues so administrators can resolve problems faster Monitor 200+ applications (Citrix, SAP, SharePoint, Office 365, Java, .NET, AD, Exchange, and more), 10+ virtualization platforms (VMware, Hyper-V, XenServer, Nutanix, and more), cloud platforms (AWS, Azure) and 10+ operating systems out of the box. eG Enterprise is a unified solution for monitoring application performance, end-user experience, and health of the entire IT infrastructure.

Average Rating: 4.5/5.0

Total Reviews: 11

How Do G2 Users Rate eG Enterprise?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.1/10)

Who Is the Company Behind eG Enterprise?

  • Seller: eG Innovations
  • Year Founded: 2001
  • HQ Location: Iselin, NJ
  • Twitter: @eGInnovations
    1,087 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    343 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 38% Medium, 31% Small

What Do G2 Reviewers Say About eG Enterprise?

AI-generated summary from verified user reviews

Pros
  • Users value the extensive monitoring capabilities of eG Enterprise, enhancing system insights and proactive decision-making.
  • Users value the seamless integrations of eG Enterprise, enhancing monitoring and troubleshooting across diverse systems.
  • Users value the extensive monitoring capabilities of eG Enterprise, enhancing system insights and performance management.
  • Users value the real-time monitoring features of eG Enterprise, enhancing system insights and proactive decision-making.
  • Users praise the reliability of eG Enterprise, benefiting from its extensive monitoring and seamless scalability.
Cons
  • Users find the initial setup and customisation complexities challenging, impacting the overall user experience.
  • Users find the complex setup process challenging and desire more streamlined documentation for better assistance.
  • Users find the learning difficulty can be high due to complex setup and customization challenges.
  • Users find the limited customization options complex, impacting their ability to tailor the product effectively.
  • Users find eG Enterprise not intuitive, especially regarding setup and customization, which can be quite complex.

What Are Recent G2 Reviews of eG Enterprise?

Hyground

Hyground.ai is a sovereign AI SRE (Site Reliability Engineering) agent for mid-market and enterprise customers. It automates repetitive SRE work, investigates alerts, correlates logs and metrics, and proposes fixes before an on-call engineer even opens their laptop — all while being self-hosted and fully GDPR-compliant so no operational data leaves the customer's environment.

Average Rating: 4.7/5.0

Total Reviews: 5

How Do G2 Users Rate Hyground?

  • Systems Monitoring: 10.0/10 (Category avg: 9.2/10)
  • Artificial Intelligence: 10.0/10 (Category avg: 8.9/10)
  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Reporting: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Hyground?

  • Seller: Hyground
  • Year Founded: 2025
  • HQ Location: Hamburg, DE
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Medium, 20% Small

What Are Recent G2 Reviews of Hyground?

InsightFinder AI

InsightFinder is the reliability platform that uses composite AI techniques & observability data for end-to-end workflows that deliver high-quality AI products and digital services. Our platform quickly and accurately pinpoints root causes behind system failures, detects/surfaces/predicts performance anomalies, and reduces MTTR by up to 80% with automated intelligent insights. We detect model drift and LLM quality issues, then use them to reinforce learning with training data that fine-tunes your models. Our operational agent, ARI, speeds up incident management and supercharges your on-call teams. Founded by Dr. Helen Gu, a leader in machine learning and distributed systems, InsightFinder holds the foundational patents that shift the world’s largest AI platforms & IT infrastructures from reactive firefighting to proactive, automated resilience. Learn more at www.insightfinder.com.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate InsightFinder AI?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind InsightFinder AI?

Who Uses This Product?

  • Company Size: 50% Small, 50% Medium

What Are Recent G2 Reviews of InsightFinder AI?

DKSCORE

DKSCORE is a Vedic astrology (Jyotish) platform built on structured Jyotish intelligence. Seekers get personalised horoscopes, festival dates and muhurat, planetary transits, kundali matching and consultations with verified astrologers. Astrologers get a CRM, the AI Jyotish Assistant and research tools to run their practice. This blog is published by DKSCORE. The platform itself is at www.dkscore.com. What we build For astrologers A web CRM, the AI Jyotish Assistant for chart analysis, research tools, content publishing and a discoverable profile. Charts are computed conventionally and stored as structured data; the AI drafts and assists, the astrologer decides. Consultations are billed per minute from the client's wallet, and DKSCORE's share of a consultation fee is 30%. For seekers Personalised horoscopes, kundali and kundali matching, festival dates and muhurat, planetary transits, numerology, and consultations with verified astrologers. Web CRM www.dkscore.com/platform/web-crm Astrologer APP Android and iOS (the App Store listing is titled "DKSCORE CRM") https://play.google.com/store/apps/details?id=com.dkscore.aiastrology DKSCORE App Android https://play.google.com/store/apps/details?id=com.dkscore.aiastrology.customer Company DKSCORE is operated by DKSCORE Private Limited, headquartered in Singapore, with India operations through DKScore Pvt. Ltd, Gurugram. The business was founded in India in 2022 and established its Singapore head office in 2025. Singapore : The Signature, 51 Changi Business Park Central 2, Level 04-05, Singapore 486066 India : Ground & Ist Floor, DLF Building No.7A, DLF Cyber City, DLF Phase-2, Sector-24, Gurugram, Haryana-122002 Website : www.dkscore.com Support : support@dkscore.com

Who Is the Company Behind DKSCORE?

Edge Delta

Detect every anomaly and resolve production issues in minutes. In the past, keeping your applications up and running meant defining monitors for every potential issue. When an alert fired, you had to sift through logs looking for a "needle in the haystack." This was not only a painful process, but it took time away from building new features. Edge Delta is a new way to do observability. Our AI platform monitors your services, alerts you when something is wrong, and guides root-cause analysis. Now, you can see every issue and know right away how to fix it. View demo at: https://edge-delta.navattic.com/5g1703yt

Average Rating: 4.4/5.0

Total Reviews: 7

How Do G2 Users Rate Edge Delta?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)

Who Is the Company Behind Edge Delta?

  • Seller: Edge Delta
  • Year Founded: 2018
  • HQ Location: Seattle, US
  • Twitter: @edge_delta
    453 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    46 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 57% Medium, 29% Small

What Are Recent G2 Reviews of Edge Delta?

Tian Lin
TL
Researched and written by Tian Lin
Updated August 25, 2026