--- title: CloudFabrix Reviews meta\_title: 'CloudFabrix Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 10 reviews by the users' company size, role or industry to find out how CloudFabrix works for a business like yours. aggregate\_rating: rating\_value: 4.8 review\_count: 10 scale: '5' date\_modified: '2026-08-07' parent\_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # CloudFabrix Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by CloudFabrix but has limited features. Are you part of the CloudFabrix team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Data-centric AIOps Platform for Hybrid Deployments Powered by Robotic Data Automation Fabric (RDAF) Enabling the Autonomous Enterprise! - CloudFabrix was founded on a deep desire to enable Autonomous Enterprises. As we interviewed several big and small enterprises, one thing became very apparent. As Digital businesses were becoming more complex and abstract, it was impossible for traditional data management disciplines and frameworks to meet these requirements. As we dug deeper, 3 building blocks emerged as key pillars for embarking on a autonomous enterprise journey – the enterprise needed to adopt 1) Data-First 2) AI-First and 3) Automate Everywhere strategy. CloudFabrix AIOps platform provides the following services. 1) Alert Noise Reduction 2) Incident Management 3) Predictive Analytics & Anomaly Detection 4) FinOps/Asset Intelligence & Analytics 5) Log Intelligence. CloudFabrix Platform powered by RDAF has six differentiating pillars. 1) Data fabric for data integration & automation 2) Low Code/No Code Observability Pipelines to aggregate, transform, enrich correlate and route 3) Continuous Learning for explainable AI/ML models & transformers 4) AIOps as a service for multi-tenant, distributed hybrid consumption 5) Observability Dashboards for full stack observability insights 6) Full Stack Mappings for dependency and impact data model and maps CloudFabrix empowers IT leaders and operations personnel with actionable intelligence to make faster and better decisions. CloudFabrix is headquartered in Pleasanton, CA with branch offices in India and the United Kingdom. * * * Seller [CloudFabrix Software](https://www.g2.com/sellers/cloudfabrix-software) Discussions [CloudFabrix Community](https://www.g2.com/products/cloudfabrix/discuss) Languages Supported English Overview by Ramesh Kotaru Show More ## Top-Rated Alternatives [ ![Datadog](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Datadog") Datadog 4.4/5(726) ](https://www.g2.com/products/datadog/reviews) [ ![Dynatrace](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dynatrace") Dynatrace 4.5/5(1,366) ](https://www.g2.com/products/dynatrace/reviews) [ ![Splunk Enterprise](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Splunk Enterprise") Splunk Enterprise 4.3/5(434) ](https://www.g2.com/products/splunk-enterprise/reviews) [ View All Alternatives ](https://www.g2.com/products/cloudfabrix/competitors/alternatives) ## User Insights Average based on 10 real user reviews. [Log in to unlock pricing and user insights](/login) ![Deepak T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Deepak T.") DT Deepak T. Senior IT Helpdesk Support Specialist Mid-Market (51-1000 emp.) 7/17/2024 "Best platform for datacentric AIOps" 5/5 What do you like best about CloudFabrix? I like most bigpanda and splunk IT Services Intelligence in cloudfabrix. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? Nothing such things for disliking cloudfabrix. Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? Basically we need cloud infrastructure monitoring tool which I got in cloudfabrix so I am happy with it as of now. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Palaniappan S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Palaniappan S.") PS Palaniappan S. Undergraduate Research Associate Mid-Market (51-1000 emp.) 10/19/2022 "Very easy to build data and analytics pipelines with CloudFabrix's RDA platform and its data bots" 5/5 What do you like best about CloudFabrix? The Couldfabrix RDA software utilizes low code. The software makes it very easy to build data pipelines without writing too much of code, and many complicated tasks can be done in one to three lines of code with the RDA software. This saves a lot of time when working on big projects as there are now fewer lines of code while the same intended output is produced. I used the RDA software to work on advanced data science related research projects, such as working on projects that involved NLP, times series regression and classification. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? It's not necessarily a use case for CloudFabrix customers, but I would like to see more data bots related to neural networks, CNN/RNN and other transformer models. Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? Cloudfabrix platform is making it easy to build data pipelines that solve complex real-world problems without really having data science skills and programming expertise so that you any IT professional, easily can adopt this technology Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic SD Sunil D. Chief Operating Officer Small-Business (50 or fewer emp.) 12/5/2022 "Helped us analyze and retain logs/events data in a cost-effective way" 4.5/5 What do you like best about CloudFabrix? The Alert & Event Correlation capabilities are highly effective as the tool reduced almost 70% of the events generated from our observability stack using their built-in AI & ML models. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? As the tool uses AI & ML, there are instances where the tool's prediction & resolution are not accurate, but the results improved over time as the system learns with more data Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? Earlier, we could only retain data for two weeks due to high licensing and storage costs, affecting our trend and predictive analysis. With the help of CloudFabrix, we can analyze the data continuously and consistently. Critical KPIs were measured and retained for a more extended period allowing us to conduct our analysis without any issues. Review collected by and hosted on G2.com. Show More 6/6/2023 Current UserValidated ReviewerSource: Organic ST Samuel T. Lead Consultant Small-Business (50 or fewer emp.) 10/21/2022 "In one platform you have all the necessary tools to build comprehensive data pipelines & services" 5/5 What do you like best about CloudFabrix? Functionality, usage approach, bots availability. Easy to build pipelines without complex codes. Although it may not have the necessary bot (connector), making the required code to achieve it is effortless. It's been very interesting and useful. The fact that in one environment you have all the necessary tools to build comprehensive data pipelines and workflows. Doing all this with python can be more complex. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? I'd like that the client interface be m oew like an mobile or tablet app. Sometimes it is necessary to refresh the page. Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? Building comprehensive data pipelines and workflows offers an integrated view of data from different applications and systems management tools. The solution helps us to reduce the time to develop and implement the solutions and services that our customers demand. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") AI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 10/6/2022 "The data reduction & data enrichment helped us save enormous costs" 5/5 What do you like best about CloudFabrix? CloudFabrix solution connects to QRadar easily, collects logs from sources directly using standard log forwarders, and performs data reduction by sending only relevant logs to the SIEM tool, which leads to significant savings on license usage. If we have to store all the log data for compliance purposes, CloudFabrix has a solution for that as well in the name of Log Replay. The solution archives all the log data, sends it to the S3 bucket and replays full logs to SIEM on demand. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? Not many disadvantages, but one thing which I can point out is while many developers prefer hands-on Jupyter Notebook/CLI, some people still prefer a more intuitive UI which CloudFabrix needs to improve. Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? CloudFabrix's log data reduction and aggregation help us reduce QRadar costs by up to 40%. It also supports customizing the data pipelines on the fly, which allows us to scale as per our requirements. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic HM Hema Sai M. Enterprise Architect Mid-Market (51-1000 emp.) 10/17/2022 "Data Centric AI-Ops platform" 5/5 What do you like best about CloudFabrix? Enabling the enterprise to achieve the infrastructure to be proactive rather than reactive after the incident. Also, providing insights into highly affected areas that can be optimized in the future by providing the relevant data points. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? One of the most anticipated features is the UI-based low-code platform, which is currently being released. This will make CloudFabrix easy to use and quickly adopted from an end-user perspective. Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? We are currently utilizing CloudFabrix as a discovery tool for the CMDB and also used to create automation on infrastructure based on the incidents. Also, enabled to achieve the enterprise to be fault-resistant. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic CK Chaitanya K. Director Enterprise (\> 1000 emp.) 10/13/2022 "Log Analytics to reduce noise, Improve traceability and feedback to Dev" 4.5/5 What do you like best about CloudFabrix? Provides scientific techniques to improve SRE capabilities while working in conjunction with monitoring tools & observability to meet a critical goal of keeping our IT Applications & Infrastructure up & running with zero/minimal downtime. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? Prediction precision for huge operational data might need further brainstorming. Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? Ability to aggregate key attributes from log and quickly differentiate & gain visibility into super critical errors vs possible critical  Multi-dimensional analysis to provide deeper insights & feedback on key Application metrics  to Dev/DevOps teams Incremental accuracy with detailed insights on key attributes i.e., volumes/response times/errors/infrastructure failures Dynamic Alerting – through constant statistical analysis of machine data Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") EI Verified User in Information Technology and Services Mid-Market (51-1000 emp.) 10/14/2022 "Most comprehensive AIOps platform compared to its competitors" 5/5 What do you like best about CloudFabrix? CloudFabrix's ability to bring insights from multiple IT assets across the IT infrastructure is good, especially in generating Service Mapping and Dependency Mapping, even without the CMDB. It has capabilities to support on-prem, hybrid & multi-cloud environments. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? While it has all the capabilities and visibility but if the interface can be improved & make it more user-friendly. Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? Initially, the traditional monitoring approaches we used to take were typically reactive in nature. They relied on alerts from monitoring tools about breaches related to our performance data. This was problematic for us as we were looking for something that prevented issues rather than just reacting to them. CloudFabrix has provided us with just that; the Stack Watch helped us define our technology stack and even provided us with a few recommended ones. The reliability of a stack with predictive/ proactive insights has guided us to a solution. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic KR Kiran R. Executive Vice President Mid-Market (51-1000 emp.) 10/18/2022 "CloudFabrix is a market leader for AIOps" 5/5 What do you like best about CloudFabrix? We've evaluated a bunch of products for AIOps and CloudFabrix is definitely hands-down the best product in the market. We really like the RDAF framework, Log Intelligence, and Asset Intelligence offerings. Review collected by and hosted on G2.com. What do you dislike about CloudFabrix? Basic users have a good understanding of the product features and capabilities, however enhancements to the cookbooks and self-help training material would helpful for advanced users. Review collected by and hosted on G2.com. What problems is CloudFabrix solving and how is that benefiting you? CFX is helping us automate and predict operations and allowing us to identify root causes for some of the complex incidents quickly. Outcomes include predicting our outages and improved customer experience. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: Organic ## Questions about CloudFabrix? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about CloudFabrix ](https://www.g2.com/products/cloudfabrix/discussions/new) GU Guest User What is CloudFabrix Software used for? 0 Upvotes 0 [ Join the conversation ](https://www.g2.com/discussions/what-is-cloudfabrix-software-used-for) [ View all Discussions ](https://www.g2.com/products/cloudfabrix/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. 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