# OpsPilot Reviews **Vendor:** Intergral **Category:** [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm) **Average Rating:** 4.8/5.0 **Total Reviews:** 180 ## About 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. ## OpsPilot Pros & Cons **What users like:** - Users value the **effective monitoring** capabilities of OpsPilot, enhancing their ability to troubleshoot and optimize performance. (25 reviews) - Users find **real-time monitoring** in OpsPilot invaluable for troubleshooting and improving the performance of their applications. (23 reviews) - Users praise the **ease of use** of OpsPilot, making performance tuning and monitoring straightforward and efficient. (17 reviews) - Users value the **in-depth performance monitoring** of OpsPilot, which enhances troubleshooting and infrastructure efficiency. (15 reviews) - Users value the **effective troubleshooting capabilities** of OpsPilot, making performance optimization and fault detection much simpler. (15 reviews) - Performance Improvement (14 reviews) - Users appreciate the **real-time visibility** into server processes that aids in effective troubleshooting and monitoring. (14 reviews) - Features (13 reviews) - Users find the **beneficial insights** from FusionReactor APM essential for optimizing performance and monitoring transactions. (13 reviews) - Issue Detection (13 reviews) **What users dislike:** - Users note a **steep learning curve** initially, especially for those unfamiliar with JVM, but it eventually gets easier. (8 reviews) - Users note that OpsPilot is **expensive** , but they believe it offers significant value for monitoring needs. (6 reviews) - Users find the **learning difficulty** with OpsPilot challenging, especially when configuring alerts and understanding the system's depth. (5 reviews) - Users find the **user experience confusing** due to inconsistent settings placement and delays in sign-up notifications. (5 reviews) - Users find **data limitations** in OpsPilot affect insights and usability, leading to potential performance issues and confusion. (4 reviews) - Delay Issues (4 reviews) - Users experience a **difficult learning curve** due to confusing settings and a lack of intuitive design initially. (4 reviews) - Pricing Issues (4 reviews) - Steep Learning Curve (4 reviews) - Confusing Interface (3 reviews) ## OpsPilot Reviews ### 1. FusionReactor APM: Real-Time Memory Insights and Proactive Crash Protection **Rating:** 5.0/5.0 stars **Reviewed by:** Octavian C. | Technical Director, Small-Business (50 or fewer emp.) **Reviewed Date:** February 26, 2026 **What do you like best about OpsPilot?** The ability to see memory usage in real time—and quickly identify leaks or abnormal spikes—makes troubleshooting far more efficient. On top of that, tracking every request gives complete visibility into application performance, helping pinpoint slow transactions or bottlenecks with precision. Another standout feature is its built-in crash protection and monitoring. Knowing the system can automatically detect critical issues and help prevent unexpected downtime provides real confidence in production environments. Overall, FusionReactor APM combines deep visibility with proactive protection, which makes it an invaluable tool for maintaining application stability and performance. **What do you dislike about OpsPilot?** Some advanced features require careful configuration to get the most value from them. Without proper tuning, it’s possible to either miss important insights or collect more data than necessary, which can impact performance or clarity. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor APM is solving the problem of limited visibility into how our application is actually being used in real-world conditions. By providing deep insight into request activity, memory usage, transaction performance, and user behaviour, it allows us to understand exactly how the application performs under load and how users interact with it. Instead of guessing where bottlenecks or inefficiencies might be, we can rely on precise data. ### 2. Ein echtes "Must-Have" für jeden Betreiber eines Anwendungsservers. **Rating:** 5.0/5.0 stars **Reviewed by:** René H. | Cloud-Architekt, Mid-Market (51-1000 emp.) **Reviewed Date:** September 10, 2025 **What do you like best about OpsPilot?** FR brings "light into the darkness" for me. I also like how this monitoring software is constantly being expanded and developed in a progressive manner. The cloud integration offers many advantages. I can't say directly what I like best about it; for me, it is a daily tool to observe, check, and monitor the direct impacts of my work on the servers. For error analysis, it provides me with very tailored tools and usually gets me to the goal immediately. I also really like the AI support. It often provides very useful tips to narrow down errors. **What do you dislike about OpsPilot?** Fundamentally, it is very expensive. We have a lot of instances in the cloud, and we cannot run it on all installations, as that would far exceed our budget. Compared to the range of functions, the price is certainly justified, but as a standard monitoring tool on all instances, it is unfortunately too expensive, at least in our environment. **What problems is OpsPilot solving and how is that benefiting you?** Clear Server & Application Monitoring. Help for error diagnosis, the tools can see very deep into the code, and the AI advisors are often very targeted. ### 3. Fusion Reactor has been an amazing and invaluable tool, in helping us monitor and troubleshooting **Rating:** 4.5/5.0 stars **Reviewed by:** sean r. | Development Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** April 04, 2023 **What do you like best about OpsPilot?** Real-time monitoring of application performance, especially monitoring requests, in real-time. **What do you dislike about OpsPilot?** Would be nice if some of the views/metrics were a little more customizable. So I could see the exact information I want, without having to run multiple reports **What problems is OpsPilot solving and how is that benefiting you?** Helps us see what impact our CF application is having on our servers and what the origins and impacts website traffic is having on our servers. ### 4. Customer Success with FusionReactor **Rating:** 5.0/5.0 stars **Reviewed by:** Brandon B. | Sr. Manager of IT, Enterprise (> 1000 emp.) **Reviewed Date:** September 17, 2025 **What do you like best about OpsPilot?** The AI and its expanded capabilities are straightforward to use, the support provided by the team ensures an excellent end-user experience, and the ability to integrate all functions within a single platform makes this tool indispensable. **What do you dislike about OpsPilot?** At this time, we have not identified any drawbacks when using the cloud version. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor APM is helping us identify and resolve performance bottlenecks, monitor application health in real time, and quickly diagnose issues across complex environments. By providing deep visibility into transactions, database queries, and server performance, it reduces downtime, accelerates troubleshooting, and improves overall system reliability. As a result, our team can proactively address potential problems before they impact end users, which enhances efficiency, reduces operational costs, and ensures a smoother experience for our customers." ### 5. Using FusionReacton on CF11 and CF23 **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** October 07, 2025 **What do you like best about OpsPilot?** I have used Fusion Reactor on both my CF11 and CF23 installations, and I find that the insights it offers are both comprehensive and detailed. This has made performance tuning and fault detection significantly quicker and much easier for me. Kudos also to their excellent customer service. **What do you dislike about OpsPilot?** A very minor issue (so minor I'm not really complaining about it - this review just wanted something negative, so I'm trying here, lol) is how tightly it binds to CF -- to turn FR off for any reason, you have to stop your CF installation briefly. **What problems is OpsPilot solving and how is that benefiting you?** Monitoring, performance tuning, and bug resolution. ### 6. Terrific product for Server Monitoring and Optimization **Rating:** 5.0/5.0 stars **Reviewed by:** Oli R. | VP Technology, Small-Business (50 or fewer emp.) **Reviewed Date:** July 31, 2025 **What do you like best about OpsPilot?** FusionReactor APM has made monitoring our web and application server a breeze, and the detailed dashboards, logging enhancements and OPSPilot AI code reviews have allowed us to fix bottlenecks and optimize our applications in numerous ways in the 12 months since we have installed the application. **What do you dislike about OpsPilot?** We have not been able to identify any downsides to FusionReactor APM as of this time. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor APM allows us to pinpoint slow-running processes and transactions in both our customer-facing and internal applications and gives hints for optimizing those processes. ### 7. A tool for Deep Java and ColdFusion Monitoring **Rating:** 4.0/5.0 stars **Reviewed by:** Erick Vincent Steve G. | IT Support I, Enterprise (> 1000 emp.) **Reviewed Date:** August 21, 2025 **What do you like best about OpsPilot?** I really like how FusionReactor APM gives me clear, real time visibility into applications. Its not just standard monitoring it lets me dig into threads, memory usagem and database queries, and even debug applications while they’re running in production. For me, the setup was straightfoward, it fits perfectly with Java environment. **What do you dislike about OpsPilot?** Honestly, there is nothing I dislike about FusionReactor APM. So far, it has worked smoothly for me and met all my expectations. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor APM helps us detect performance issues and errors in real time, which makes troubleshooting much faster. It allows us to identify slow database queries, memory leaks, and thread problems before they impact users. ### 8. Great fast support! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** April 28, 2025 **What do you like best about OpsPilot?** FusionReactor is vital to our org to ensuring we are getting the best of ColdFusion. Our favorite feature is the ability to monitor slow transactions, which immensely helps us in tuning our web pages. The customer support is friendly and quick, and they are eager to assist if you run into any issues. It is also very easy to login and setup and to see what you are looking for. **What do you dislike about OpsPilot?** I cannot say anything bad about FusionReactor itself. It fits our needs and has been a great tool for us to catch issues before they even happen. **What problems is OpsPilot solving and how is that benefiting you?** Slow web pages - we even had recently where our file server was changed out, and after doing so, consumers complained about a certain page loading slowly, and we were able to use FR to drill down into the call and see what component was causing the slow call. ### 9. Best tool on the market for CF monitoring **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) **Reviewed Date:** April 03, 2025 **What do you like best about OpsPilot?** We use FR on a daily basis to either assist in troubleshooting or just general performance monitoring. Installation and integration with Coldfusion servers is straightforward and easy to automate (we use ansible). Customer support is stellar. Hands on, without too much bureaucracy and back and forth with the support team, with quick turnaround times. We recently moved to the Cloud + AI platform and it has more features than we know to use. We're still in the process of learning the ropes, but it provides with a more holistic view of our infrastructure compared to our old on-prem deployments. **What do you dislike about OpsPilot?** Nothing comes to mind immediately in terms of dislikes. I would say that sometimes a setting is in a different place than what you would think. There are various settings menus per function that may get confusing at times. **What problems is OpsPilot solving and how is that benefiting you?** The primary use we have for it is that it's allowing us to track down bad performing parts of our applications and identify areas of improvement either in code, resources or configurations. The breakdown it offers on requests, along with profiling, provide us with insights to improve and debug our applications. ### 10. Insightful Analytics through Design and animation **Rating:** 4.5/5.0 stars **Reviewed by:** Yukta S. | Software Dev Admin, Small-Business (50 or fewer emp.) **Reviewed Date:** March 25, 2025 **What do you like best about OpsPilot?** I like how easy it is to navigate the application. I only saw the demo but the data insights the application gives into the development process is very helpful. It also has support for legacy languages as well. As someone who has used cfm I can see how helpful this application can be. **What do you dislike about OpsPilot?** Options to change the charts as we like to different types. **What problems is OpsPilot solving and how is that benefiting you?** It helped me in the automatic deployment part and helped me setup the CI/CD pipleline. ### 11. Great tool for us and the developers **Rating:** 5.0/5.0 stars **Reviewed by:** Lewis H. | E-Commerce Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** June 06, 2025 **What do you like best about OpsPilot?** usionReactor provides real-time monitoring of applications, which helps in quickly identifying and resolving performance issues. This has massively helped us predicting problems before they arise **What do you dislike about OpsPilot?** Setting up alerts and notifications can be complex, and some of our users have reported difficulties in configuring them to meet their specific needs. **What problems is OpsPilot solving and how is that benefiting you?** We use it a lot for bug tracking and 'bad actor' tracking so we can restrict their access. Stopping problems before they get too out of control ### 12. I can't imagine our application without FusionReactor **Rating:** 5.0/5.0 stars **Reviewed by:** Tim F. | Software Engineering Manager, Enterprise (> 1000 emp.) **Reviewed Date:** June 03, 2022 **What do you like best about OpsPilot?** I'm able to get specific details on what went wrong AND what's going right. **What do you dislike about OpsPilot?** I wish the cloud version didn't truncate queries. I still use the server-based version for that level of detail. The Cloud version provides a great broader view however and provides a lot of valuable metric detail. **Recommendations to others considering OpsPilot:** If you have a ColdFusion-based application, you need FusionReactor. **What problems is OpsPilot solving and how is that benefiting you?** Able to spot errors in our application in real-time with the details we need to be able to provide the correct fix. ### 13. Must have for CF application monitoring and troubleshooting **Rating:** 5.0/5.0 stars **Reviewed by:** Mohammed A. | Full-Stack Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 21, 2025 **What do you like best about OpsPilot?** FusionReactor aides us with performance monitoring and troubleshooting, It enables our team to quickly identify and resolve issues. **What do you dislike about OpsPilot?** Some of its features and their complexity can be overwhelming. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor assists us in identifying slow queries and unexpected errors or crashes. ### 14. Fusion Reactor **Rating:** 4.5/5.0 stars **Reviewed by:** Ajit T. | C, Small-Business (50 or fewer emp.) **Reviewed Date:** April 27, 2021 **What do you like best about OpsPilot?** Visual interface is very nice and easy to use **What do you dislike about OpsPilot?** There are almost too many features which is a good problem I suppose. **What problems is OpsPilot solving and how is that benefiting you?** Performance issues are easier to solve and I like the alerts feature. Gives me a warning when things are starting to slow down. ### 15. indispensable component of our system architecture **Rating:** 5.0/5.0 stars **Reviewed by:** Lars H. | Cloud Solution Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** July 27, 2024 **What do you like best about OpsPilot?** We are running ColdFusion application in a containerized cloud-environment. Containers are sometimes short-living. FR Cloud is the place, where we find diagnostic data and insights into failures. What we like most, is the ability to dive deep into the request and even see the template and line number of a CFML file, where the issue occured. Apart from that, FR helps us to "right-size" our infrastructure components and monitor the effects of our modifications. The installation is quite easy and configuration with config files goes straight forward. We are able to give access to our customer's IT, so that they can monitor independently on a daily basis, without the need of having dedicated access into our SaaS setup. **What do you dislike about OpsPilot?** nothing ;-) one thing to improve: documentation of the config file. We were configuring via the Admin UI on a local instance and then took the config file for our Docker deployment. But with a full documentation, that step would become easier. an idea for improvement: if we could integrate FR with AWS XRay, as we are using an event-driven architecture - this would give us a perfect insight into our system behaviour. **What problems is OpsPilot solving and how is that benefiting you?** - indicate bugs, even if users are not reporting them - monitor the application's performance - review the effects of infrastructure right-sizing ### 16. Best Bang for your Buck **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** November 15, 2024 **What do you like best about OpsPilot?** It's the simplest setup for Commandbox . Like others, it gives visibility into running requests. **What do you dislike about OpsPilot?** It frequently disconnects from the agent when Live View is toggled on. Support is a bit slow to respond, but since they're in a different time zone I can't really fault them. **What problems is OpsPilot solving and how is that benefiting you?** memory leaks bad actor requests ### 17. A needed tool for any serious ColdFusion shop. **Rating:** 5.0/5.0 stars **Reviewed by:** Robb H. | Independent Contractor, Mid-Market (51-1000 emp.) **Reviewed Date:** May 14, 2024 **What do you like best about OpsPilot?** Any time I start working on a new product to improve performance, FusionReactor is my first stop. Being able to see how the server is performing and identifying where to focus my efforts is vital. **What do you dislike about OpsPilot?** Other than identifying the problem and fixing the code for me, nothing! Everything FusionReactor does enhances my abilities as a developer. **What problems is OpsPilot solving and how is that benefiting you?** When we get reports of slow website responses, this is the first place I go. Checking the main dashboard and then to transactions. I can see things running slow, identify bottlenecks, and get them resolved quickly using FusionReactor. ### 18. Old Hat ColdFusion shop - great toolset! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Leisure, Travel & Tourism | Mid-Market (51-1000 emp.) **Reviewed Date:** March 29, 2024 **What do you like best about OpsPilot?** We have been a ColdFusion development shop (small business web/saas) for better than a quarter century. In that time we have learned a great deal about what makes our apps work and how to troubleshoot them pretty quickly. Or so we thought. Over the past two years, we have gone through some significant infrastructure updates and upgrades, and along with these came some new CMFL challenges. After much digging around the internet and chatting with trusted resources someone asked what our FusionReactor APM was showing concerning the problem we were troubleshooting. Well, we didn't have an FR setup, so we opted to do the trial, and sure enough, this helped to highlight not just the issue we were actively trying to fix, but several others that were just under the surface. Identifying those, probably saved us several more hours of hunting for a fix. Long story short, for any CFML server we set up we are sure to enroll it before it goes live. This has helped us to continue to provide the level of service that our clients have come to expect and even more so demand. **What do you dislike about OpsPilot?** I just wish that the newer versions could be installed on older Java versions. I know it sounds silly, but we are currently stuck with some older CF services, and while the on-prem is super helpful, the consolidated view of the cloud service would be better. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor is helping to cast light into the dark spaces of our application and show us potential problems before they become big issues. ### 19. FusionReactor is an essential tool for your ColdFusion/Java DevOps **Rating:** 5.0/5.0 stars **Reviewed by:** Jeremy K. | Enterprise (> 1000 emp.) **Reviewed Date:** April 01, 2024 **What do you like best about OpsPilot?** The strongest elements of FR are its telemetry insights and live debugging features, which can be used with a small footprint in a production environment. It's extremely simple to install and integrate into any IDE. It's essential in everyday operations of our enterprise environment. **What do you dislike about OpsPilot?** None that I can think of. The support is extremely receptive to feeback and tend to implement fixes and make imrovements regularly. **What problems is OpsPilot solving and how is that benefiting you?** It especially helps to gain introspection into what is happening in real-time when troubleshooting production issues. This is especially helpful when trying to fix problems with legacy apps for some of our clients in which the production data can't be replicated in a staging environment. ### 20. FusionReactor provides in-depth application server monitoring **Rating:** 4.5/5.0 stars **Reviewed by:** Charles R. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 11, 2024 **What do you like best about OpsPilot?** Without doubt, the on-premises memory analysis features, are first class. Memory leaks are extremely hard to track down without a tool like FusionReactor. Plus the memory footprint of FusionReactor is very low. It uses less than 100MB RAM on a Windows 2019 server. **What do you dislike about OpsPilot?** I think the Cloud version of FusionReactor lacks the memory features of the on-premises version. This is disappointing. I also think the GUI of the on-premises version is clearer and less overcrowded. The default night mode of the Cloud version, makes it hard to see things clearly. **What problems is OpsPilot solving and how is that benefiting you?** I find that FusionReactor's WebRequest history is brilliant for finding IP addresses of Bots & Spiders that are hitting URLs, too frequently and hogging bandwidth. Then using nslookup, it is possible to set IP address blocking in Windows Firewall. This has really improved the performance of my web & application server. ### 21. Great server monitoring solution for the JVM stack **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** June 09, 2024 **What do you like best about OpsPilot?** FusionReactor is the go-to-solution for any CFML platform, let it be Adobe ColdFusion or Lucee. It allows smooth server monitoring in the cloud with a lot of dashboard information to drill into should the need arise. Integration with ACF and Lucee is super easy and just takes a few minutes setup to include new instances into the monitoring. **What do you dislike about OpsPilot?** Hardly anything. It's maybe not necessarily the cheapest way to keep track of your infra, but it's a cost of doing business and provides a lot of value as well. **What problems is OpsPilot solving and how is that benefiting you?** Monitors our infrastructure and CFML-server instances. ### 22. Live moitoring and indepth breakdown of server health all in one simple to use and maintain service **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Construction | Small-Business (50 or fewer emp.) **Reviewed Date:** April 02, 2024 **What do you like best about OpsPilot?** FusionReactor provides our compay with a single view of all our production servers at a glance. When application problems arise, we can identfy the requests quickly and then inspect what the issues are whether it be database or network latency. Integration with commandbox makes deploying and configuring FusionReactor a breeze. **What do you dislike about OpsPilot?** Accessing a production instance FusionReactor console is a bit problematic but mainly because of network configuration use of load balancers but I feel this can be overcome with some more thought and since the cloud service provides most of what we need anyways, we rarely need to remote into an instance to view the full feaytured FusionReactor console. **What problems is OpsPilot solving and how is that benefiting you?** Application issues are easily identified. Inspection of stack threads and database queries are the most used features. ### 23. Efficient server monitoring software **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consulting | Enterprise (> 1000 emp.) **Reviewed Date:** October 23, 2024 **What do you like best about OpsPilot?** The information about resources being used is very beneficial. I can get web metrics with a click of a button, and the insights displayed also help a lot. **What do you dislike about OpsPilot?** Not much, can be a bit expensive but makes up for it with value provided. **What problems is OpsPilot solving and how is that benefiting you?** We are easily able to monitor our servers and figure out any application issues. ### 24. Excellent product and does what it says on the tin **Rating:** 5.0/5.0 stars **Reviewed by:** Edward C. | Technical Innovations Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** April 16, 2024 **What do you like best about OpsPilot?** The ability to view granular details about what is using resources on the server. The UI is easy to use and very intuitive. **What do you dislike about OpsPilot?** I can't think of anything, it's an excellent product **What problems is OpsPilot solving and how is that benefiting you?** I can monitor resources and work out what pages are using the most resources. I can then view the relations and analyse the SQL queries looking for missing indexes. With API calls I can see the underlying data being sent and received ### 25. FusionReactor Dev makes development so much easier **Rating:** 4.5/5.0 stars **Reviewed by:** David B. | Small-Business (50 or fewer emp.) **Reviewed Date:** November 28, 2019 **What do you like best about OpsPilot?** I started with FusionDebug in 2013 as a means to add interactive dubugging to Eclipse. Then, when we started using VSCode, I needed an alternative and FusionReactor was the solution! I practically live on the web metrics page. The graphs are informative and in real time and it's a great tool to watch your app as it works. But the most powerful part is being able to drill down on slow requests. Every process of every app should go through FusionReactor so we can really see what is slowing our apps down. You'd be surprised with what you discover! **What do you dislike about OpsPilot?** A bit of a learning curve in the beginning. If you're not familiar with how the JVM works, it's in your best interest to read a few articles before jumping in. Once you get going though, it's smooth sailing from there! **Recommendations to others considering OpsPilot:** I've always thought that Adobe should buy this product and simply include it in every version of ColdFusion. It's one of those tools that has been moved to our "must have" list. **What problems is OpsPilot solving and how is that benefiting you?** Fusion reactor has helped me find places in my apps that are not optimized. I've improved response times and identified problem areas on absolutely everything! I've also be able to track down areas where my memory use was far greater than it should have been. That alone has saved me from many a crash! ### 26. Complete application oversight **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Food & Beverages | Small-Business (50 or fewer emp.) **Reviewed Date:** April 09, 2024 **What do you like best about OpsPilot?** The amount of information you can gather from your FusionReactor is amazing. It's super easy to get it up and running, and the insights you can gain from the default installation are very helpful. Dig a little deeper, and you can customize it to do almost anything. If you find yourself running into problems, the customer support is top notch and very helpful. **What do you dislike about OpsPilot?** The cloud version's interface/UI is a little bit confusing at first, but they are still constantly working on it and improving it. **What problems is OpsPilot solving and how is that benefiting you?** We mainly use it to monitor two application servers and a SQL Server. ### 27. FusionReactor is essential for performance monitoring and troubleshooting **Rating:** 4.5/5.0 stars **Reviewed by:** Kenric A. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 22, 2024 **What do you like best about OpsPilot?** In just over a week it's already identified slow-running requests and JDBC transactions, and helped me find what's causing them. Support is also excellent and quick to respond. **What do you dislike about OpsPilot?** So far I haven't found an easy to follow, all-encompassing tutorial, but that's also because there are so many features! **What problems is OpsPilot solving and how is that benefiting you?** Improve Performance and Prevent App Freezing ### 28. Provides Invaluable Visibility for ColdFusion Enterprise Applications **Rating:** 5.0/5.0 stars **Reviewed by:** Brad A. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 10, 2024 **What do you like best about OpsPilot?** Provides visibility into ColdFusion server processes and helps with troubleshooting when there are problems. **What do you dislike about OpsPilot?** We wish the price tag was lower, and understanding all of the available features takes some time investment. **What problems is OpsPilot solving and how is that benefiting you?** We have a large number of clients who run on our ColdFusion application. From time to time, we experience slowdowns or hung processes on the server--we rely on FusionReactor to find and troubleshoot problems when they arise. ### 29. I can't imagine my life without it **Rating:** 5.0/5.0 stars **Reviewed by:** Rui P. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 31, 2024 **What do you like best about OpsPilot?** All server, log, performance, debugging, centralized. It's an amazing tool. **What do you dislike about OpsPilot?** Some aspects are not so easy to use and require a learning curve **What problems is OpsPilot solving and how is that benefiting you?** Slow requests, bugs, errors, uptime ### 30. Great dashboard to monitor the overall server load **Rating:** 4.5/5.0 stars **Reviewed by:** Ryan P. | Small-Business (50 or fewer emp.) **Reviewed Date:** October 25, 2023 **What do you like best about OpsPilot?** Whenever there is a reported issue with one of our ColdFusion apps, the first thing we turn to is Fusion Reactor to see what is going on. We like the dashboard that shows the overall load and what requests are occurring. It's easy to see if there is heavy traffic to one service and see details about those requests, such as SQL queries that may be holding things back. **What do you dislike about OpsPilot?** We tend to get stuck requests and the "kill thread" feature doesn't usually work. While this is probably not an issue with FusionReactor itself, having the feature present and not work isn't great. Also, the on-prem interface seems a bit dated, but I also know the cloud version has significant improvements. **What problems is OpsPilot solving and how is that benefiting you?** Finding the slow requests and determining the cause, typically with un-optimized SQL qeries. ### 31. Fusion Reactor is an efficient APM software. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** November 24, 2023 **What do you like best about OpsPilot?** Fusion Reactor APM provides real-time monitoring of live transactions in addition to maintaining a record of past and error transactions. One of its primary functions is to trace queries that are taking longer to process, which can impact application performance. **What do you dislike about OpsPilot?** Nothing at the moment. I wish FusionReactor to add a mobile alert feature. **What problems is OpsPilot solving and how is that benefiting you?** Fusion Reactor's efficient real-time monitoring, complemented by a user-friendly interface and the ability to track past and error transactions, greatly aids in troubleshooting application performance issues. It not only enhances the user experience through optimization and issue resolution but also provides valuable auditing reports. ### 32. Great tool. Very useful but expensive **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** May 16, 2024 **What do you like best about OpsPilot?** Obervability of the activity on a Lucee server. Its very, very useful. **What do you dislike about OpsPilot?** Price. We have many, many lucee servers and the issue we were experiencing was not solved by fusion reactor in this case. **What problems is OpsPilot solving and how is that benefiting you?** It has helped us identify inefficiencies effectively and quickly **Official Response from David Tattersall:** > Thank you for taking the time to share your experience with FusionReactor APM. It's great to hear that you find FusionReactor very useful, especially in providing observability on your Lucee servers and helping to identify inefficiencies quickly and effectively. We understand your concern regarding the pricing, particularly given the number of servers you manage. At FusionReactor, we strive to provide a robust, feature-rich solution that delivers significant value and ROI. Our platform is designed not just to monitor but to proactively identify and resolve issues, saving valuable time and resources. This approach very often offsets the initial investment, leading to long-term cost savings and improved application performance. We genuinely value your feedback and are committed to providing solutions that meet your needs both functionally and financially. Thank you once again for your review and for choosing FusionReactor. David Tattersall CEO ### 33. Amazing Product **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** October 17, 2023 **What do you like best about OpsPilot?** FusionReactor's ability to monitor the system is second to none. It was able to help us find and fix performance issues we had been chasing for months. I would highly recommend you take advantage of their training session; it allowed us to hit the ground running. **What do you dislike about OpsPilot?** I really don't have anything bad to say about the product. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor helps find and resolve nagging performance issues in a timely fashion. Allowing us to focus on enhancing the product and improving our customers experiance ### 34. Great information updated in real time **Rating:** 5.0/5.0 stars **Reviewed by:** Guthrie C. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 31, 2023 **What do you like best about OpsPilot?** FR provides all the pertinent information for managing the servers on an easy-to-use dashboard in real-time. All the information needed to solve problems before it becomes an issue is at your fingertips. **What do you dislike about OpsPilot?** Almost too much information - selecting a few KPIs and managing them successfully is the key to making sure FR is used expeditiously. I continue to learn how to use it better. **What problems is OpsPilot solving and how is that benefiting you?** Allows us to proactively manage all servers and their resources in real-time which prevents potential issues from becoming actual issues. The history features and functionality allows a look back of server performance overall. ### 35. A great tool for Lucee/CFML performance monitoring and debugging **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** August 07, 2023 **What do you like best about OpsPilot?** I love how easily it lets us monitor server performance for any user issues or bottlenecks. I also really enjoy it for local development, it is great for debugging ajax calls which are really tricky to troubleshoot in CFML. **What do you dislike about OpsPilot?** I wasn't able to get the cloud installation working, so had to do on-prem. But that is likely a me problem :-) **What problems is OpsPilot solving and how is that benefiting you?** It solves a debugging problem in Lucee, as it comes with no good debugger. It helps with monitoring server performance, something we lack completely. It also solves a test coverage unknown in that it allows us to use certain Lucee tools to garner test coverage percentage. ### 36. I have been familiar with Fusion-Reactor's great work going on two decades. **Rating:** 5.0/5.0 stars **Reviewed by:** Christopher W. | It Director, Small-Business (50 or fewer emp.) **Reviewed Date:** May 03, 2021 **What do you like best about OpsPilot?** I like being to run real-time debugging at an point in time. **What do you dislike about OpsPilot?** I had to think of something that I don't like about FR, but it's so darn good for debugging. **Recommendations to others considering OpsPilot:** Contact: Semi Sheme Llodos Customer Success @FusionReactor Twitter | Facebook | LinkedIn | Customer Reviews Schickardstr. 32 D.03, 71034 Böblingen, Germany USA (978) 496-9990 - www.fusion-reactor.com Watch all the errors you never knew were happening, and fix them. Your application will immediately shiny and new. And your angry call log will drop in good time. **What problems is OpsPilot solving and how is that benefiting you?** Data calls are an issue with us. Is it the database or is it ColdFusion programming? ### 37. Awesome way to monitor CF server **Rating:** 4.5/5.0 stars **Reviewed by:** Vinay J. | Mid-Market (51-1000 emp.) **Reviewed Date:** September 26, 2023 **What do you like best about OpsPilot?** It is easy to navigate and look at logs, requests and server stats I also like how AI can be used to suggest how the server is doing and improve code **What do you dislike about OpsPilot?** I was not able to find anything that is missing from FusioReactor **What problems is OpsPilot solving and how is that benefiting you?** By looking at logs it becomes so much easier to identify and fix the issues which might or might not be reported by the user ### 38. At-a-glance system monitoring AND in-depth troubleshooting in one package **Rating:** 5.0/5.0 stars **Reviewed by:** Brian C. | Mid-Market (51-1000 emp.) **Reviewed Date:** February 16, 2023 **What do you like best about OpsPilot?** FusionReactor fulfulls two critical roles for me: 1) Monitor my systems at a glance. The addition of dashboards in a recent release has made this even easier to do. 2) Troubleshooting performance. The depth that FR allows me to drill down into the details of individual database calls is incredible and incredibly useful. I would not try to run my systems without FusionReactor **What do you dislike about OpsPilot?** The only downside really is that FR goes so in depth and is so capable and flexible that the learning curve required to really understand how to use it effectively is not a small one. **What problems is OpsPilot solving and how is that benefiting you?** Our application is very heavily database driven and when we have performance issues it is usually related to that. FR allows to examine database transactions at a very detailed level, which has lead to many queries being optimizied for better performance. ### 39. Invaluable CF monitoring and troubleshooting solution **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Sports | Small-Business (50 or fewer emp.) **Reviewed Date:** September 05, 2023 **What do you like best about OpsPilot?** FusionReactor has been invaluable in helping us monitor and troubleshoot our production environment and providing in-depth information that has allowed us to improve performance. **What do you dislike about OpsPilot?** The product itself is fantastic and so expansive that we have only scratched the surface, however the licensing can start to get expensive when you have multiple servers in your environment. **What problems is OpsPilot solving and how is that benefiting you?** There have been several instances where our own logging has not provided enough information to allow us to replicate an issue but FusionReactor has completely alleviated this for us. ### 40. FusionReactor crucial for CF Servers **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2023 **What do you like best about OpsPilot?** FusionReactor's error reporting and database query information is very helpful when solving issues. Also, FR has very useful server monitoring. **What do you dislike about OpsPilot?** The request monitoring history that can be viewed is limited in length. It would be helpful if it were able to be kept for several days of data in FR. **What problems is OpsPilot solving and how is that benefiting you?** FusionReactor helps us fix bugs or reported issues by seeing the request stack trace and data sent during an error. FusionReactor helps us solve problems quickly. ### 41. Very solid product, indispensable during debugging **Rating:** 4.5/5.0 stars **Reviewed by:** Tony B. | Developer, International Trade and Development, Mid-Market (51-1000 emp.) **Reviewed Date:** May 31, 2019 **What do you like best about OpsPilot?** This product has saved so much time and effort. It is solid and seems to have little or no impact on the running of our applications. The interface is clean and easy to use, and there are many monitoring options that cover everything we need. The fairly new log archive viewer has also been very helpful. **What do you dislike about OpsPilot?** In our case, we have many instances and servers, and the licensing can seem a bit expensive, especially for developer licenses. **What problems is OpsPilot solving and how is that benefiting you?** We use FusionReactor primarily for monitoring. When applications have problems we can see exactly what is running or what was running. Being able to go from requests right down to database queries, object calls, and web service calls, we get a good picture of all requests. We also use it to monitor memory usage. ### 42. Indispensable for monitoring and troubleshooting **Rating:** 5.0/5.0 stars **Reviewed by:** Jakob W. | Senior Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** October 18, 2022 **What do you like best about OpsPilot?** I am constantly monitoring the request times for our production sites. I can quickly drill down into EVERY request / query and fix them as needed. For both production and development, this is literally the best tool I could ask for. **What do you dislike about OpsPilot?** There are no downsides! I was hired to install several FusionReactor licenses at a University where the FR was not working. But, it was all user error. I was able to quickly remove the old FR, install the new, and have working Ultimate versions very quickly. **What problems is OpsPilot solving and how is that benefiting you?** I specialize in maintaining and updating legacy ColdFusion code. Some of the sites are literally from the late 90's, and others from 2000-2010. You can imagine all the quirky things one can run into. FusionReactor lets me quickly see a comprehensive stream of what's happening and what's wrong - all within a context that points you directly to the trouble areas. ### 43. Feature rich **Rating:** 5.0/5.0 stars **Reviewed by:** Jose T. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 20, 2023 **What do you like best about OpsPilot?** That support multiple platforms, not only Java but also nodejs. **What do you dislike about OpsPilot?** That there isn't an npm package for node **What problems is OpsPilot solving and how is that benefiting you?** Is letting us know what is the consumption of the application ### 44. Fusion Reactor: game changer **Rating:** 5.0/5.0 stars **Reviewed by:** Robert d. | Enterprise (> 1000 emp.) **Reviewed Date:** February 06, 2023 **What do you like best about OpsPilot?** The incredible amount of analytics, from site performance to the database, makes finding and fixing issues of all kinds so much easier than writing log records out to a text file. And there's a step debugger! **What do you dislike about OpsPilot?** There seems to be a little bit of lag in the debugger, but haven't used it enough to not be sure if it's the product or something we're doing wrong. **What problems is OpsPilot solving and how is that benefiting you?** Most often, it helps us find database performance issues, and pinpoints where in the code those can be found. ### 45. Essential for Web Development **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Building Materials | Mid-Market (51-1000 emp.) **Reviewed Date:** July 07, 2023 **What do you like best about OpsPilot?** This program is essential to our success with our vendor in being able to monitor and improve our website. **What do you dislike about OpsPilot?** There is nothing that we don't like about this application. **What problems is OpsPilot solving and how is that benefiting you?** We can easily figure out where an issue is stemming from and fix it quickly within the website. ### 46. One-Stop Shop for Solving ColdFusion Performance Problems **Rating:** 5.0/5.0 stars **Reviewed by:** Harry F. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** December 08, 2022 **What do you like best about OpsPilot?** Fusion Reactor is what you need to troubleshoot performance issues in your Lucee or Java apps rapidly. It's the only product of this price bracket for Lucee development teams. The Fusion Reactor onboarding team was excellent and very welcoming to the product ecosystem. **What do you dislike about OpsPilot?** The agent installation was troublesome, without outdated documentation for Lucee 5. And the actual sign-up was not streamlined and email notifications came through on an eerily long-delay. This should definitely be re-worked from a UX and marketing POV. **What problems is OpsPilot solving and how is that benefiting you?** We use Fusion Reactor to reduce our MTTK (mean time to know) when we face bugs related to long-running or memory-intensive operations. Without it, we'd spend hours unnecessarily digging in source code. ### 47. Most importan monitor tool for your JVM **Rating:** 5.0/5.0 stars **Reviewed by:** Ken N. | Enterprise (> 1000 emp.) **Reviewed Date:** March 10, 2023 **What do you like best about OpsPilot?** The ability to see what is going on inside the JVM. Also, the request history and request error log are instrumental to pinpoint issues with subsystems. When debugging slow requests we can easily see if the databases have issues. **What do you dislike about OpsPilot?** It IS expensive, but the Integral team works hard to build the best monitoring system. Any production system needs this. I would like a free license for localhost deployment, simply as my developers need to see what is going on in the sprint when they add features or fix bugs. **What problems is OpsPilot solving and how is that benefiting you?** It can quickly identify issues with our backend services. ### 48. Development and Performance Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Jeff M. | CTO, Enterprise (> 1000 emp.) **Reviewed Date:** April 01, 2021 **What do you like best about OpsPilot?** FusionReactor is great to leave running and it will send alerts if your applications are not working correctly or if something is wrong with the server. It also will help you troubleshoot performance issues by showing you your slowest requests. You can drill into them and hopefully make changes that will speed up the application. Lastly, I love using the product in my development environments. It has helped me look at those "will the page should have done this or that, and it does not. Something that logs and other forms of testing take more time. These are the 3 main ways I use the product daily. **What do you dislike about OpsPilot?** So, this one is hard. Of course one of the things is price, not that it is overpriced at all just having to get the expense approved. Still a great value. To me the cloud version is nice but I still do more troubleshooting with the on-prem. Hopefully, I will learn more. **What problems is OpsPilot solving and how is that benefiting you?** Slow queries and other performance issues, also finding code not working as intended. The fix for both of these has stopped errors and streamlined the systems. ### 49. Fusion Cloud Review **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** June 28, 2023 **What do you like best about OpsPilot?** Ease of use on the cloud portal and great metrics for each host to use and troubleshoot with. Support is responsive to all requests as well **What do you dislike about OpsPilot?** nothing I think the product is great. Really easy to use, **What problems is OpsPilot solving and how is that benefiting you?** Query analysis for ColdFusion ### 50. Perfect Server Monitoring Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Jaco V. | Small-Business (50 or fewer emp.) **Reviewed Date:** February 27, 2023 **What do you like best about OpsPilot?** Being able to proactive scan for memory pressure, which requests consume the most memory and the details from the errors. **What do you dislike about OpsPilot?** After a service restart , the logging restarts as well and you must load older logfiles to see the statistics **What problems is OpsPilot solving and how is that benefiting you?** Performance / Memory problems ## OpsPilot Discussions - [What is fusionreactor's hidden feature that mostly being missed by users?](https://www.g2.com/discussions/33649-what-is-fusionreactor-s-hidden-feature-that-mostly-being-missed-by-users) - 1 comment, 1 upvote - [What are the advantages of purchasing FusionReactor Enterprise?](https://www.g2.com/discussions/what-are-the-advantages-of-purchasing-fusionreactor-enterprise) - 1 comment, 1 upvote - [How can I evaluate FusionReactor Cloud?](https://www.g2.com/discussions/how-can-i-evaluate-fusionreactor-cloud) - 1 comment, 1 upvote - [Who should use FusionReactor?](https://www.g2.com/discussions/who-should-use-fusionreactor) - 1 comment, 1 upvote - [Does FusionReactor run on J2EE application servers?](https://www.g2.com/discussions/does-fusionreactor-run-on-j2ee-application-servers) - 1 comment, 1 upvote - [View OpsPilot pricing details and edition comparison](https://www.g2.com/products/opspilot/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-25+19%3A57%3A28+-0500&secure%5Bsession_id%5D=ed1c69bb-2120-4e36-80b2-8cef7ded63ef&secure%5Btoken%5D=c3b374370e6d08de3027cfd29d38a9da2a03d251cd5bfd026d3932c7421ad581&format=llm_user) ## OpsPilot Integrations - [AWS and Cloud Services](https://www.g2.com/products/aws-and-cloud-services/reviews) - [Azure](https://www.g2.com/products/hopem-azure/reviews) - [Docker](https://www.g2.com/products/docker-inc-docker/reviews) - [GitHub](https://www.g2.com/products/github/reviews) - [GitLab](https://www.g2.com/products/gitlab/reviews) - [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews) - [Java Development](https://www.g2.com/products/java-development/reviews) - [Jira](https://www.g2.com/products/jira/reviews) - [Kafka Adapter for SAP Process Orchestration and SAP Integration Suite](https://www.g2.com/products/kafka-adapter-for-sap-process-orchestration-and-sap-integration-suite/reviews) - [Kubernetes](https://www.g2.com/products/american-cloud-kubernetes/reviews) - [Loggi](https://www.g2.com/products/loggi/reviews) - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews) - [MongoDB](https://www.g2.com/products/ibm-mongodb/reviews) - [MySQL](https://www.g2.com/products/mysql/reviews) - [.NET](https://www.g2.com/products/net-2023-06-12/reviews) - [NODE](https://www.g2.com/products/node-berlin-oslo-node/reviews) - [Oracle WebLogic](https://www.g2.com/products/oracle-weblogic/reviews) - [PostgreSQL Database Server for Amazon Linux 2 with support by Kurian](https://www.g2.com/products/postgresql-database-server-for-amazon-linux-2-with-support-by-kurian/reviews) - [Prometheus](https://www.g2.com/products/prometheus/reviews) - [Slack](https://www.g2.com/products/slack/reviews) - [SQL Server 2019](https://www.g2.com/products/sql-server-2019/reviews) ## OpsPilot Features **Functionality** - Monitoring - Alerting - Logging - Response Time - Reporting - Data Visualization **Monitoring** - Usage Monitoring - Database Monitoring - API Monitoring - Real-Time Monitoring - Cloud Infrastructure Monitoring - Security and Compliance Monitoring **Functionality** - Artificial Intelligence - Machine Learning - Systems Monitoring **Visibility ** - Dashboards and Visualizations - Alerts and Notifications **Functionality** - Diverse Systems Monitoring - Real-Time Analytics - Observability - AI/ML Integration **Monitoring** - Performance Baselines - Performance Analysis - Performance Monitoring - AI/ML Assistance - Multi-System Monitoring **Alerts management** - Multi-mode alerts - Opimization alerts - Incident alerts **Functionality** - Real-time Analytics - Data quality monitoring - Automation - End to End visiblity **Telemetry Collection & Ingestion - Observability** - Multi-Telemetry Ingestion - OpenTelemetry Support **Agentic AI - Static Code Analysis** - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Observability Software** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Administration** - Activity Monitoring - Multi-Cloud Management - Automation - Auto-Scaling & Resource Optimization **Issue Resolution** - Root Cause Identification - Proactive Identification - Resolution Guidance **Monitoring and Management** - Multi-Server Management - Real-Time Monitoring - Immediate Alert Notification - Proactive Server Monitoring Software **Management** - Single Pane of Glass - Dashboards and Visualization - Performance Baselines - Alerting **Response** - Dashboards and Visualization - Incident Alerting - Root Cause Analysis (RCA) **Monitoring** - Resource utilization - Real-time monitoring - Performance baseline - API monitoring **Management** - Anomaly identification - Single pane view - Real-time alerts - Data lineage - Integrations **Visualization & Dashboards - Observability** - Service Dependency Mapping - Unified Dashboard - Trace Visualization **Agentic AI - Database Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Automation** - Resolution automation - Automation **Analysis** - Reporting - Dashboards and Visualizations - Spend Forecasting and Optimization **Management** - System Integration - Alerting - Reporting **Cloud environment support** - Server Monitoring For Cloud Deployments - Software Scaling **Generative AI** - AI Text Generation **Correlation & Root Cause Analysis - Observability** - Cross-Telemetry Correlation - Root Cause Detection - Intelligent Alerting **Agentic AI - Bug Tracking** - Adaptive Learning - Natural Language Interaction - Proactive Assistance **Agentic AI - Application Performance Monitoring (APM)** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making **Agentic AI - Enterprise Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Analysis** - Search - Reporting - Visualization - Track trends **Generative AI** - AI Text Generation - AI Text Summarization **Scalability & Ecosystem Integration - Observability** - Kubernetes Monitoring - Hybrid/Multi-Cloud Support **Agentic AI - Data Observability** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Natural Language Interaction - Proactive Assistance **Agentic AI - Cloud Infrastructure Monitoring** - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Agentic AI - Server Monitoring** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **Issue Resolution** - Root cause identification - Resolution guidance - Proactive identification **AI Features - Observability** - Predictive Insights - AI-Generated Incident Summaries - AI Anomaly Detection **Agentic AI - AIOps Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making **AI Automation - Cloud Infrastructure Monitoring** - AI-Powered Anomaly Detection - AI-Driven Insight Recommendations **Performance** - Real User Monitoring (RUM) - Second by Second Metrics **Functionality** - Synthetic Monitoring - Dynamic Transaction Mapping - Load Balancing - Cloud Observability ## Top OpsPilot Alternatives - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) - 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