Best AIOps Tools and Platforms - Page 3

How Many AIOps Tools Products Does G2 Track?

Total Products under this Category: 154

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
  • 13,200+ Authentic Reviews
  • 154+ 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, OpManager Nexus, Atera, IBM Instana, ScienceLogic AI Platform, Sumo Logic, Dynatrace, 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=opmanager-nexus&focus%5B%5D=atera&focus%5B%5D=ibm-instana&focus%5B%5D=sciencelogic-ai-platform&focus%5B%5D=sumo-logic&focus%5B%5D=dynatrace&focus%5B%5D=datadog)

Splunk AppDynamics

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.

Average Rating: 4.3/5.0

Total Reviews: 335

How Do G2 Users Rate Splunk AppDynamics?

  • Systems Monitoring: 9.2/10 (Category avg: 9.1/10)
  • Artificial Intelligence: 8.3/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.1/10)
  • Reporting: 9.4/10 (Category avg: 8.8/10)

Who Is the Company Behind Splunk AppDynamics?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Who Uses This: Senior Software Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 58% Large, 35% Medium

What Do G2 Reviewers Say About Splunk AppDynamics?

AI-generated summary from verified user reviews

Pros
  • Users value the automation capabilities of AppDynamics, facilitating seamless integration with essential ITSM tools.
  • Users value the seamless integration capabilities of AppDynamics with multi-cloud environments and ITSM tools like ServiceNow.
  • Users find the ease of integration with tools like ServiceNow enhances their AppDynamics experience significantly.
  • Users value the easy integration with ITSM tools like ServiceNow, enhancing their AppDynamics experience.
  • Users appreciate the easy integrations with downstream products like ITSM tools, enhancing the overall monitoring experience.
Cons
  • Users face billing issues such as high renewal costs and delayed support following the Cisco acquisition.
  • Users find the high renewal costs and slow updates frustrating after Cisco's acquisition of AppDynamics.
  • Users express frustration over the inefficient alert system, impacting timely responses and overall product effectiveness.
  • Users report poor customer support, citing delays in assistance and lengthy timelines for product enhancements after the acquisition.
  • Users face pricing issues with Splunk AppDynamics, citing high renewal costs and slow support responses post-acquisition.

What Are Recent G2 Reviews of Splunk AppDynamics?

What Are G2 Users Discussing About Splunk AppDynamics?

Splunk Infrastructure Monitoring

SignalFx is the only real-time cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications, It provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst

Average Rating: 4.3/5.0

Total Reviews: 49

How Do G2 Users Rate Splunk Infrastructure Monitoring?

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

Who Is the Company Behind Splunk Infrastructure Monitoring?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 45% Large, 37% Medium

What Do G2 Reviewers Say About Splunk Infrastructure Monitoring?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time monitoring capabilities of Splunk Infrastructure Monitoring for ensuring seamless performance and uptime.
  • Users appreciate the real-time alerting systems in Splunk, ensuring smooth performance and minimal downtime across all environments.
  • Users value the versatile cloud monitoring capabilities of Splunk Infrastructure Monitoring, facilitating quick insights and alerts.
  • Users value the comprehensive monitoring capabilities of Splunk Infrastructure Monitoring, enhancing insights and operational efficiency.
Cons
  • Users find the difficult learning curve of Splunk Infrastructure Monitoring challenging, impacting their ability to utilize its features effectively.
  • Users face a steep learning curve with Splunk Infrastructure Monitoring, making it challenging to master the application.
  • Users criticize the complex pricing structure based on data volume, making it costly for large enterprises.
  • Users find the cost increase concerning, especially for large enterprises with high log data volumes.
  • Users raise concerns about data limitations, as costs escalate with high volumes of logs processed by Splunk.

What Are Recent G2 Reviews of Splunk Infrastructure Monitoring?

What Are G2 Users Discussing About Splunk Infrastructure Monitoring?

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: 9.1/10)
  • Artificial Intelligence: 9.6/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.1/10)
  • Reporting: 9.5/10 (Category avg: 8.8/10)

Who Is the Company Behind ZIF?

Who Uses This Product?

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

What Are Recent G2 Reviews of ZIF?

What Are G2 Users Discussing About ZIF?

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

Who Is the Company Behind Moogsoft?

  • Seller: Moogsoft
  • Year Founded: 2012
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

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?

Automation Anywhere Aisera Solutions

Aisera delivers an Agentic AI platform that leverages artificial intelligence and machine learning to automate and transform enterprise service desk operations across IT, HR, finance, legal, facilities, and customer service domains, delivering exponential cost efficiencies, higher organizational productivity, and an enhanced employee experience. Aisera’s Agentic AI platform acts as a cognitive layer of Artificial Intelligence on top of existing enterprise infrastructure, delivering a single pane of glass view into all business knowledge stored in all the disparate SORs, data systems, and applications that most enterprises accumulate over decades of technology investments. With a no-rip-n-replace approach, Aisera readily integrates with these existing SORs and applications and provides businesses the ability to launch fully autonomous agents that meet and exceed the most stringent enterprise data security, privacy, and compliance requirements and policies. The result is a highly efficient enterprise with transformed employee and customer experiences that translate into a continued increase in productivity levels across the enterprise.

Average Rating: 4.4/5.0

Total Reviews: 133

How Do G2 Users Rate Automation Anywhere Aisera Solutions?

  • Systems Monitoring: 9.0/10 (Category avg: 9.1/10)
  • Artificial Intelligence: 8.8/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Reporting: 9.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Automation Anywhere Aisera Solutions?

  • Seller: Automation Anywhere
  • Year Founded: 2003
  • HQ Location: San Jose, CA
  • Twitter: @AutomationAnywh
    55,050 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,327 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 64% Large, 26% Medium

What Do G2 Reviewers Say About Automation Anywhere Aisera Solutions?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of implementation with Aisera, highlighting seamless integration and responsive support from the team.
  • Users find Aisera's platform to be easy to implement, resulting in a smooth and efficient integration process.
  • Users praise Aisera's responsive customer support, ensuring timely assistance that enhances their experience and satisfaction.
  • Users appreciate the effortless automation Aisera provides, enhancing customer service and saving valuable time.
  • Users value Aisera's automation capabilities for enhancing efficiency and saving time in repetitive business tasks.
Cons
  • Users face a challenging learning curve with Aisera due to lack of documentation and manual tuning requirements.
  • Users find Aisera to be quite time-consuming, requiring extensive manual engagement for tuning and data navigation.
  • Users note the complexity of Aisera, requiring extensive setup and ongoing adjustments, which can be overwhelming.
  • Users express concern about the complexity and limitations of AI, citing the need for more assistance and maintenance.
  • Users find Aisera has a steep learning curve that requires significant investment and time to fully utilize its features.

What Are Recent G2 Reviews of Automation Anywhere Aisera Solutions?

What Are G2 Users Discussing About Automation Anywhere Aisera Solutions?

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?

Splunk APM

Splunk APM is critical to help provide visibility and context into your apps and services as your environment scales. Splunk APM provides the most advanced solution for engineers who build and troubleshoot modern applications; with full fidelity trace analysis to provide context across complex cloud and microservice environments, AI directed troubleshooting and high cardinality to identify and resolve problems faster, AlwaysOn Profiling to provide code level visibility of service bottlenecks, and OpenTelemetry standardization to provide greater flexibility and control as you embrace new technologies and processes.

Average Rating: 4.4/5.0

Total Reviews: 17

How Do G2 Users Rate Splunk APM?

  • Systems Monitoring: 9.2/10 (Category avg: 9.1/10)
  • Artificial Intelligence: 6.7/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Reporting: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Splunk APM?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Top Industries: Financial Services, Information Technology and Services
  • Company Size: 70% Large, 20% Medium

What Do G2 Reviewers Say About Splunk APM?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the high-quality data from Splunk APM, which enhances product quality and boosts customer satisfaction.
  • Users value the high-quality data provided by Splunk APM, enhancing product quality and customer satisfaction.
  • Users appreciate the high quality data from Splunk APM, leading to improved products and happier customers.
  • Users value the high quality data provided by Splunk APM, enhancing product quality and customer satisfaction.
  • Users value the high-quality error tracking of Splunk APM, enhancing product quality and customer satisfaction.
Cons
  • Users find the inadequate reporting features of Splunk APM cumbersome, making data retrieval a challenging task.
  • Users find the inefficient log management challenging, often leading to difficulties in accessing specific logs and reports.
  • Users find it challenging to pull logs and data reports, highlighting the difficulties in log management within Splunk APM.
  • Users face log management issues, making it challenging to pull specific logs and data reports efficiently.
  • Users find reporting cumbersome, often struggling to pull specific logs and preferring broader reports instead.

What Are Recent G2 Reviews of Splunk APM?

What Are G2 Users Discussing About Splunk APM?

SUSE Rancher

SUSE Rancher is a complete Kubernetes management platform that simplifies how teams deploy, manage, and secure clusters across any infrastructure on-prem, in the cloud, or at the edge. It brings centralized authentication, policy enforcement, visibility, and tooling together in one place so platform teams can manage the full Kubernetes lifecycle without jumping between systems. You can run SUSE Rancher as a free community edition, or choose Rancher Prime for enterprise support and security, or Rancher Suite to combine Rancher with integrated observability, storage, and virtualization. Why teams use SUSE Rancher Cluster management that scales Manage all your Kubernetes clusters across different clouds, data centers, and even edge devices from one dashboard. Provision new clusters, apply global policies, and monitor everything from a central control plane. Works anywhere Rancher supports any certified Kubernetes distro. Use it with upstream Kubernetes, RKE2, EKS, AKS, GKE, K3s, or even vSphere. You get the same control and experience everywhere. Simple, secure app deployment Use Helm or the built-in SUSE Application Collection to deploy apps across one or many clusters. You can enforce consistent policies and get visibility into health and performance. What you get Centralized cluster lifecycle management Create, upgrade, scale, and delete clusters across environments with a few clicks or API calls. Automate Day 2 operations like backups, upgrades, and monitoring. Built-in authentication and access control Integrates with your identity provider (LDAP, AD, SAML, OIDC) and gives you fine-grained RBAC controls for all clusters. Policy and compliance management Use pre-built Kubewarden policies or write your own to enforce security and operational best practices across your fleet. Extensible platform Extend Rancher with your own tools or use community and partner-developed extensions. Easily add monitoring, logging, backup, and more through the UI. Enterprise support and ecosystem With Rancher Prime, you get access to SUSE’s private container registry, hardened images, long-term support, and expert services. Rancher Suite bundles this with enterprise observability, storage (Longhorn), and virtualization (KubeVirt-based). Who it’s for SUSE Rancher is for organizations running Kubernetes at scale. Whether you’re just getting started with containers or managing hundreds of clusters, Rancher helps platform teams simplify operations, secure infrastructure, and enable developer self-service without compromising visibility or control. Use the Community Edition to start for free, or step up to Rancher Prime or Rancher Suite for full enterprise-grade capabilities and support.

Average Rating: 4.4/5.0

Total Reviews: 154

How Do G2 Users Rate SUSE Rancher?

  • Systems Monitoring: 8.5/10 (Category avg: 9.1/10)
  • Artificial Intelligence: 8.1/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Reporting: 7.2/10 (Category avg: 8.8/10)

Who Is the Company Behind SUSE Rancher?

  • Seller: SUSE
  • Company Website:
  • Year Founded: 1992
  • HQ Location: Nürnberg, DE
  • Twitter: @SUSE
    64,779 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,718 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Senior DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 45% Large, 30% Medium

What Do G2 Reviewers Say About SUSE Rancher?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of setting up Kubernetes clusters with SUSE Rancher, enhancing operational efficiency and management.
  • Users value the ease of managing clusters with SUSE Rancher, enhancing integration and orchestration efficiency.
  • Users love the versatile and powerful features of SUSE Rancher, enhancing cluster management and application deployment.
  • Users find the intuitive user interface of SUSE Rancher simplifies managing Kubernetes clusters effectively.
  • Users commend the excellent customer support from SUSE, appreciating the highly responsive and committed service provided.
Cons
  • Users find the complexity of SUSE Rancher's setup and configuration challenging, especially for Kubernetes newcomers.
  • Users find the complex setup of SUSE Rancher challenging, especially for those unfamiliar with Kubernetes.
  • Users find the configuration complexity of SUSE Rancher challenging, especially for those new to Kubernetes.
  • Users face a difficult learning curve with SUSE Rancher, challenging for those unfamiliar with Kubernetes and advanced configurations.
  • Users experience latency issues with SUSE Rancher, particularly when managing large clusters or during high load times.

What Are Recent G2 Reviews of SUSE Rancher?

What Are G2 Users Discussing About SUSE Rancher?

AIMS

Build confidence in your IT Operations with AIMS, an automated monitoring solution powered by AI. Get early notifications with automated anomaly detection of the issues that can potentially bring down your business and understand which other systems could be impacted with automated service dependency discovery. AIMS auto-detects changes you deploy to applications and automatically includes them in your application monitoring scope. Gain agility, efficiency, and confidence to scale your IT Operations with AIMS in days, not months or years.

Average Rating: 4.8/5.0

Total Reviews: 17

How Do G2 Users Rate AIMS?

  • Systems Monitoring: 6.7/10 (Category avg: 9.1/10)
  • Artificial Intelligence: 10.0/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.1/10)
  • Reporting: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind AIMS?

Who Uses This Product?

  • Company Size: 59% Large, 24% Small

What Are Recent G2 Reviews of AIMS?

OpenText Operations Bridge (OpsBridge)

Micro Focus is now part of OpenText! OpenText™ Operations Bridge (OpsBridge) automatically monitors and analyzes the health and performance of Hybrid IT resources across any device, operating system, database, application, or service on all data types. With industry-leading AIOps capabilities, including event consolidation engines and noise reduction technology, it uniquely integrates end-to-end service awareness with rule and machine learning-based event correlation capabilities. Problems identified using a Vertica big data lake and machine learning, for example, to identify significant logs, can be manually or automatically remediated with flexible runbook automation and orchestration. These capabilities also apply to over 200 integrations with third-party tools and technology stacks. Executive stakeholders gain actionable insight on any device that has a browser with tailored dashboards showing vital status, business, and IT KPIs. Hybrid Cloud Monitoring for the Digital Enterprise Hybrid IT has quickly become the new normal, and IT operations teams are expected to offer both cloud and on-premises infrastructure options, whichever best meets the needs of the application or service. IT operations teams must adapt to new technologies, adopt new cloud vendors and other services chosen by the business, and monitor new applications and application releases with increasing frequency. OpenText™ OpsBridge exploits all AIOps capabilities to consolidate and analyze all your data. It reduces event volumes, isolates root-cause, and provides chatbots for ChatOps. It includes automation to remediate problems quickly while reducing human error with over 8000 provided runbook – or you can build your own. Deliver What the Business Needs When It Needs It Designed to deliver real business value, OpenText™ OpsBridge integrates all your tools and automates manual tasks. It focuses operations teams on the business services and users being impacted by automatically identifying root cause faster than ever before possible. Built-in AIOps intelligent analytics drives historical analysis, applying machine learning and 50+ patented algorithms to logs, events, metrics, and topology, which is so much more powerful than search alone. Key Benefits - Increased effectiveness (time, money, resources) of tools and services - Reduced effort and time to process service requests and resolve problems - Confidence from the lines of business in IT’s ability to deliver consistent, compliant services - Business needs and strategy that are on time and budget, and in stronger collaboration with IT - Reduced business risk, better service price performance, and accelerated time-to-market for new services Key Features - Automated Hybrid IT Discovery and Monitoring: Discovery and monitoring consolidates and exploits all your data types (events, metrics, logs, and topology) within a dynamically updated and accurate model. It shows the impact of incidents, ensuring no new service goes overlooked with dynamic top-down and bottoms-up service modeling and with monitoring automation. Aggregate all our your Hybrid IT resources into a single view with 200+ technology integrations. OpsBridge solution templates and management packs provide in-depth domain-specific monitoring, including infrastructure, databases, Microsoft environments, SAP environments, middleware, cloud, big data, application platforms, automation, load balancers, and web servers. The data is integrated into collect once store one technology (COSO), a containerized common data collection and storage for real-time streaming data ingestion and processing. - Consolidate Data and Reduce Noise: IT experts advise that the application of common data ingestion and algorithmic Big Data driven analytics to all your data is the key to improving service excellence. OpsBridge includes analytics and incorporates 50+ patents for high-speed, high-volume data analysis. Automated log, metric, and event analysis, plus anomaly detection, proactively alerts operators to abnormal activity and uncovers the most relevant insights from hundreds of millions of records to help your team better prioritize. With “time machine” replay, which correlates disparate data over any time range and in relation to topology graphs, users can visualize with ease when the problem started and find the offending resource. To enhance your control of virtualized resources and dynamically changing workloads, OpsBridge proposes optimized recipes for your resources. These recipes give you the ability to visualize resources, forecast their allocation impact, and master costs to set the right level of service. - Automated AIOps: OpsBridge incorporates all 11 AIOps capabilities, from agent-based intelligence and real-time performance analytics to multi-mode stream-based and topology-based correlation of event streams over time and across dependencies. - Robotize Processes and Remediation: With more than 8,000 runbooks to choose from, including hundreds of out-of-the-box integrations to popular IT Service Management tools, OpsBridge simplifies and accelerates the automation of tasks such as remedial actions, notifications, and recovery procedures. Orchestration of complex and conditional execution and rollback provides the means to strengthen compliance, remove manual errors, and develop IT Process Automation (ITPA) to slash costs and drive compliance, releasing rare resources for more critical business priorities. Adapting to changing circumstances is a core requirement for an agile organization. That’s the DevOps methodology, and OpsBridge supports it with: > A dynamically updating model that reflects the deployment of new application and infrastructure instances, automatically activating the required monitoring. > Robotized features for ChatOps-based collaboration across teams and tools such as Sitescope, OpsBridge Reporter and Operations Orchestration > Automated tasks capture and share vital production information to the extended teams, as well as activating alternative configurations to keep your business on track. - Analyze Application Health: OpsBridge provides probes dispersed across the world to measure service quality, control SLAs, and application health. That data is also fed to COSO, processed by the AIOps based analytics, and shown in reports and dashboards. - Customize Dashboards and Reporting: The Business Value Dashboard (BVD) can exploit all the status and KPI data at your disposal to provide a TV-like, live channel of business and IT news that the BVD “paints” onto any device with a browser. BVD software can display online information—such as internet news feeds, live programs, and streaming videos—in views developed using popular office tools. BVD can consume historical data stored in COSO, preprocessing, and analyzing that data before being displayed for reporting. OpsBridge Performance Engine and BVD provide highly scalable, real-time performance collection, analysis, and graphing for hundreds of metrics and consume data from COSO. You can build and combine different metrics and IT status information into powerful dashboards you can quickly tailor into domain-specific or contextually-specific dashboard mashups. Supported Technologies Management Packs are domain-specific add-ons to OpsBridge that provide pre-programmed intelligence for that domain, domain-specific reports, and correlation rules. Full details are available here: https://www.microfocus.com/media/data-sheet/operations_bridge_ds.pdf - Infrastructure AIX CentOS Cluster Debian HPE-UX HyperV IBM LPAR KVM Oracle Enterprise Linux RedHat Solaris Solaris Zone SUSE Ubuntu VMware vSphere Windows XEN - Databases Cassandra Couchbase Apache CouchDB Informix Marklogic Microsoft SQL Server MongoDB MySQL Oracle Database Oracle RAC PostgreSQL Riak SAP Sybase ASE - Microsoft Environments Microsoft Active Directory Microsoft Azure Microsoft Exchange Server Microsoft IIS Microsoft SharePoint Server Microsoft Skype for Business - SAP Environments SAP SAP HANA - Middleware Apache ActiveMQ Apache Kafka Apache Tomcat Apache Web Server Glassfish IBM WebSphere Application Server iPlanet JBoss Memcached Oracle Weblogic Application Server Rabbit MQ Redis Varnish - Cloud Amazon Services (EC2, EBS, ECS, Dynamo DB, Beanstalk Services, AWS Service Status, RDS, ASG, ELB, SQS, RedShift, KMS, S3, AWS Billing, AWS Service Health Dashboards) Microsoft Azure (Azure Data Factory, Azure Data Lake, Virtual Machines, Azure SQL, Storage Account, Azure App Service Plan, Azure Web Apps, Azure Active Directory Discovery, Activity Logs, Windows Activity Logs hosted on the Azure environment, Azure Load Balancer, Multi-instance support for Storage account service) Google Cloud Platform OpenStack Kubernetes - Big Data Apache Falcon Apache Flume Apache Oozie Apache Spark Apache Storm Apache Zookeeper Hadoop (Apache, Cloudera distributions) HBase Micro Focus Vertica Database Solr - Application Platforms Docker (certified) Node.js - Automation Chef Jenkins - Generic BIND DHCP File Change Monitor FTP server Generic SMTP JMX Microsoft .NET OpenSSH Perfmon SNMP - Load Balancer HAProxy Nginx - Partner IBM AS/400 IBM DB2 IBM Mainframe - Web Server gUnicorn HTTP Lighttpd - Others Github Postfix - Integrations are connectors to other tools that bring in their data for display and analysis: Ambari AppDynamics Aternity BMC Impact Manager BMC Remedy CA Spectrum Cherwell ITSM CollectD DynaTrace APM (Compuware) Dynatrace Data Center RUM (Do IT WiSE) Dynatrace Data Center RUM (J9) Dynatrace Synthetics (Do IT Wise) ExtraHop Networks Helion Monasca HEP OneView HPE Systems Insight Manager IBM NetCool IBM Tivoli (J9) OpenText™ APM OpenText™ AppPulse Active / Mobile OpenText™ ArcSight Logger / ESM OpenText™ AppManager OpenText™ Network Node Manager i (NNMi) OpenText™ Operations Manager for UNIX OpenText™ Operations Manager for Windows OpenText™ Service Manager OpenText™ Universal CMDB Microsoft SCOM Nagios New Relic Nutanix Oracle Enterprise Manager Propel Service Exchange RemedyForce / Salesforce SAP Solution Manager Service Anywhere ServiceNow (AppLink) ServiceNow (Do IT WiSE) Solarwinds Network Performance Monitor Solarwinds Server and Application Monitor Splunk VMWare vCenter Operations Manager VMware vRealize Operations (VROPS) xMatters Zabbix Zenoss

Average Rating: 4.0/5.0

Total Reviews: 16

How Do G2 Users Rate OpenText Operations Bridge (OpsBridge)?

  • Systems Monitoring: 10.0/10 (Category avg: 9.1/10)
  • Has the product been a good partner in doing business?: 8.0/10 (Category avg: 9.1/10)
  • Reporting: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind OpenText Operations Bridge (OpsBridge)?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • Twitter: @OpenText
    21,565 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    22,835 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX

Who Uses This Product?

  • Top Industries: Information Technology and Services, Retail
  • Company Size: 106% Large, 3% Medium

What Do G2 Reviewers Say About OpenText Operations Bridge (OpsBridge)?

AI-generated summary from verified user reviews

Pros
  • Users value the powerful infrastructure monitoring capabilities of OpenText OpsBridge for efficient system management.
  • Users commend the powerful infrastructure monitoring capabilities of OpenText OpsBridge, enhancing overall operational oversight.
  • Users appreciate the monitoring ease of OpenText OpsBridge, which simplifies the management of their infrastructure effectively.
  • Users value the powerful infrastructure monitoring capabilities of OpenText OpsBridge, enhancing their operational efficiency.
Cons
  • Users face significant delay issues with OpsBridge, as support tickets often remain unresolved for extended periods.
  • Users are frustrated by delays in support, as unresolved tickets linger for weeks without adequate assistance.
  • Users report frustrating logging issues with unresolved tickets, leading to wasted time and diminished support effectiveness.
  • Users report a poor support team that often leaves tickets unresolved for extended periods, frustrating the overall experience.
  • Users are frustrated with the poor customer support, as unresolved issues linger and response times are unacceptable.

What Are Recent G2 Reviews of OpenText Operations Bridge (OpsBridge)?

What Are G2 Users Discussing About OpenText Operations Bridge (OpsBridge)?

Splunk Observability Cloud

Splunk Observability Cloud is a comprehensive, real-time monitoring and troubleshooting platform designed to provide full-stack visibility across any environment. By integrating application performance monitoring, infrastructure monitoring, and digital experience monitoring, it enables organizations to detect and resolve issues swiftly, ensuring optimal system performance and enhanced user experiences. Built on OpenTelemetry standards, Splunk Observability Cloud offers AI-driven insights and analytics, facilitating proactive management of complex, distributed systems. Key Features and Functionality: - Application Performance Monitoring (APM): Identifies and addresses application issues by combining related data into intuitive visuals, accelerating mean time to resolution (MTTR). - Infrastructure Monitoring: Provides instant visibility and real-time alerts to improve hybrid cloud performance. - Digital Experience Monitoring: Delivers insights into frontend performance through Real User Monitoring and Synthetic Monitoring, ensuring seamless user experiences. - AI-Powered Analytics: Utilizes machine learning-driven features like Service Maps and Trace Analytics to offer guided troubleshooting and faster issue resolution. - OpenTelemetry-Native: Ensures data ownership and control, preventing vendor lock-in and allowing consistent instrumentation across applications. - No Data Sampling: Collects and analyzes 100% of data with NoSample™ tracing, eliminating blind spots. - Log Observer Connect: Correlates logs stored in Splunk Platform with real-time metrics and traces, providing deeper context for software behavior. Primary Value and Problem Solving: Splunk Observability Cloud addresses the challenges of monitoring and managing complex, distributed systems by offering unified visibility and real-time troubleshooting capabilities. It empowers organizations to: - Accelerate Issue Resolution: By correlating metrics, traces, and logs, teams can quickly identify root causes, reducing downtime and improving system reliability. - Enhance User Experiences: Continuous monitoring of digital experiences ensures that performance issues are detected and resolved before impacting end-users. - Optimize Operational Efficiency: AI-driven insights and automated analytics streamline troubleshooting processes, allowing teams to focus on innovation rather than firefighting. - Maintain Data Control: The OpenTelemetry-native approach provides flexibility and prevents vendor lock-in, enabling organizations to adapt and scale their observability practices as needed. By integrating these capabilities, Splunk Observability Cloud enables organizations to maintain high system performance, deliver exceptional user experiences, and drive continuous innovation.

Average Rating: 4.3/5.0

Total Reviews: 55

How Do G2 Users Rate Splunk Observability Cloud?

  • Has the product been a good partner in doing business?: 8.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Splunk Observability Cloud?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 38% Large, 33% Small

What Do G2 Reviewers Say About Splunk Observability Cloud?

AI-generated summary from verified user reviews

Pros
  • Users value the detailed insights and analytics from Splunk Observability Cloud, enhancing performance and health monitoring of infrastructure.
  • Users value the efficient logging capabilities of Splunk Observability Cloud for insightful log analytics and security checks.
  • Users find Splunk Observability Cloud to be extremely user-friendly, streamlining tasks and enhancing efficiency in monitoring.
  • Users praise the robust logging and alerting features of Splunk Observability Cloud for enhanced data insights.
  • Users value the efficient logging capabilities of Splunk Observability Cloud, providing detailed insights and intelligent alerting.
Cons
  • Users find the pricing too expensive, suggesting a need for more economical options to increase accessibility.
  • Users find the pricing issues significant, citing high costs and a lack of training resources for effective use.
  • Users find the steep learning curve of Splunk Observability Cloud challenging, requiring time and prior knowledge to master.
  • Users find the complex setup of Splunk Observability Cloud challenging, making it difficult to effectively utilize the tool.
  • Users find the difficult learning curve of Splunk Observability Cloud challenging, especially for beginners requiring time to adapt.

What Are Recent G2 Reviews of Splunk Observability Cloud?

What Are G2 Users Discussing About Splunk Observability Cloud?

CA WatchTower Platform ML Insights

Embedded intelligence to proactively prevent problems, fix issues faster and get more done.

Average Rating: 4.2/5.0

Total Reviews: 11

How Do G2 Users Rate CA WatchTower Platform ML Insights?

  • Systems Monitoring: 9.4/10 (Category avg: 9.1/10)
  • Artificial Intelligence: 8.9/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Reporting: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind CA WatchTower Platform ML Insights?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • Twitter: @broadcom
    63,909 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA

Who Uses This Product?

  • Company Size: 73% Large, 18% Medium

What Are Recent G2 Reviews of CA WatchTower Platform ML Insights?

Grok

Grok is an AI operations (AIOps) platform that proactively resolves IT incidents using machine intelligence and automation.

Average Rating: 4.3/5.0

Total Reviews: 18

How Do G2 Users Rate Grok?

  • Systems Monitoring: 7.2/10 (Category avg: 9.1/10)
  • Artificial Intelligence: 8.3/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Reporting: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Grok?

Who Uses This Product?

  • Company Size: 39% Small, 11% Medium

What Do G2 Reviewers Say About Grok?

AI-generated summary from verified user reviews

Pros
  • Users love Grok for its unique personality and depth in answering complex questions, making learning enjoyable and engaging.
  • Users find Grok incredibly easy to use, appreciating its quick responses and seamless integration for everyday productivity.
  • Users appreciate the easy setup of Grok, allowing seamless integration for quick and efficient problem-solving.
  • Users find the initial setup very easy, enabling quick starting and seamless integration into their workflow.
  • Users find Grok's real-time connection to X and humorous personality enhances discussion of current trends and news.
Cons
  • Users experience alert issues with Grok, leading to incomplete responses and occasional inaccuracies in information provided.
  • Users experience insufficient information from Grok, often leading them to seek alternatives for clearer understanding.
  • Users report data inaccuracy in Grok, noting issues with misinformation, incomplete responses, and lack of context.
  • Users express frustration over the limited features of Grok, feeling restricted in functionality and customization options.
  • Users find Grok lacks essential features like plugin support and advanced integrations, limiting its effectiveness for serious tasks.

What Are Recent G2 Reviews of Grok?

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: Boeblingen, DE
  • Twitter: @Fusion_Reactor
    9,345 Twitter followers
  • LinkedIn® Page: www.linkedin.com

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?

Deepchecks

Release high-quality LLM apps quickly without compromising on testing. Never be held back by the complex and subjective nature of LLM interactions.

Average Rating: 4.4/5.0

Total Reviews: 22

How Do G2 Users Rate Deepchecks?

  • Systems Monitoring: 9.0/10 (Category avg: 9.1/10)
  • Artificial Intelligence: 8.8/10 (Category avg: 8.7/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Reporting: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Deepchecks?

Who Uses This Product?

  • Company Size: 55% Small, 36% Medium

What Do G2 Reviewers Say About Deepchecks?

AI-generated summary from verified user reviews

Pros
  • Users value the strong security and compliance with data privacy standards offered by Deepchecks, ensuring safe deployment.
  • Users value the intuitive interface for diverse users of Deepchecks, enhancing productivity across technical and non-technical roles.
  • Users value the excellent customer support of Deepchecks, appreciating assistance for both technical and non-technical users.
  • Users value the helpful and professional customer support that enhances their experience with Deepchecks.
  • Users find Deepchecks incredibly user-friendly, making it suitable for both technical and non-technical team members.

What Are Recent G2 Reviews of Deepchecks?

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