

Alteryx and Red Hat Lightspeed compete in the cutting-edge analytics and enterprise security landscape. Alteryx holds the advantage in facilitating data automation and preparation, which is user-friendly and highly efficient for non-coders.
Features: Alteryx empowers businesses with geo-spatial analytics and leverages seamless platform integration. It is highly effective for data preparation through its drag-and-drop interface. Red Hat Lightspeed excels in providing thorough compliance and security insights, integral for safe operations in technical environments.
Room for Improvement: Alteryx could improve by broadening its database connectivity and enhancing governance features. Additionally, cost-effectiveness could be addressed for smaller teams. Red Hat Lightspeed could improve its user interface to appeal to less technical users and enhance its documentation to provide more comprehensive guidance for users.
Ease of Deployment and Customer Service: Alteryx offers flexible deployment options, mainly on-premises with cloud adaptation, and has community-backed technical support. Red Hat Lightspeed provides hybrid deployment abilities and maintains a traditional support service model that is stable and scalable for enterprise requirements.
Pricing and ROI: Alteryx has higher licensing costs, potentially burdening small to medium enterprises, but it delivers significant ROI through time-saving automation. Red Hat Lightspeed offers competitive pricing with solid support services, aimed at reducing operational risk for enterprises. Both solutions provide considerable ROI, with Alteryx being particularly beneficial for enhancing data handling efficiency.
| Product | Mindshare (%) |
|---|---|
| Alteryx One | 8.7% |
| Red Hat Lightspeed | 6.0% |
| Other | 85.3% |


| Company Size | Count |
|---|---|
| Small Business | 46 |
| Midsize Enterprise | 20 |
| Large Enterprise | 73 |
| Company Size | Count |
|---|---|
| Small Business | 2 |
| Midsize Enterprise | 1 |
| Large Enterprise | 9 |
Alteryx is the agentic analytics and automation company helping organizations turn complex data into trusted insights, decisions, and action. Built for the people closest to the business—analysts and operations teams—Alteryx helps organizations put data and AI to work by connecting data, applying governed business logic, and automating data-intensive processes.
At the center of this approach is Alteryx One, a platform designed to work across an organization’s existing data and technology ecosystem. It enables teams to bring together data, prepare and analyze it, and define, maintain, and update business logic into visual workflows that AI uses to automate operations and insights without coding.
Alteryx workflows close the last-mile gap between data platforms and the decisions and operations that run the business. While data platforms provide the foundation and AI creates new possibilities, the business logic needed to turn information into reliable action is often trapped in spreadsheets, processes, and the expertise of individual teams. Alteryx makes that logic visible, understandable, repeatable, and auditable (VURA)—giving AI the trusted business context it needs to deliver reliable results. This helps organizations scale trusted analytics and automation across teams without relying on specialized technical skills.
Over 8,000 customers worldwide, including more than half of the Global 2000, rely on Alteryx to improve revenue performance, manage costs, increase operational efficiency, and reduce risk. Collectively, customers run more than 380 million workflows on Alteryx each year.
Alteryx One brings together data, analytics, business logic, and AI to help organizations move from AI experimentation to trusted, enterprise-scale execution. Key capabilities include:
Alteryx One helps organizations turn AI and data investments into trusted business outcomes by connecting enterprise data, governed business logic, and AI-powered workflows.
By bringing together enterprise data, governed business logic, analytics, and AI, Alteryx helps organizations move beyond AI-generated answers to trusted, verifiable outcomes and intelligent workflows that drive real business value.
Red Hat Lightspeed is designed for seamless enterprise workload management. With user-friendly operations and robust security through OSCAP profiles, it ensures reliable lifecycle management and strong support.
Red Hat Lightspeed is engineered to enhance performance with automation capabilities like Ansible, proactive monitoring via Insights, and flexible infrastructure adaptability. Its features geared towards smart management using Satellite and comprehensive application deployment enhance stability. An intuitive dashboard streamlines real-time issue identification, promoting resource efficiency and reliability in governance. Improvements are needed in cockpit server functionality, GUI, and OSCAP profile integration, indicating a need for enriched documentation and better ease of use. Users suggest adding a status page due to site outages and prioritizing the enhancement of Ansible integration, as well as security compliance.
What are the key features of Red Hat Lightspeed?Industries leverage Red Hat Lightspeed for running robust applications and databases, efficiently handling transaction servers and virtualization tasks. It supports both on-premises and cloud deployments, with common applications like Oracle databases and SAP solutions. By facilitating automation and security assessments, it aids in patch management and is instrumental for companies in executing cloud migrations, enabling predictive analytics, and ensuring system health to proactively tackle vulnerabilities.
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