Systems | Development | Analytics | API | Testing

Accelerating QA With Xray's AI Test Case Generation

Software teams are shipping faster than ever — but testing still moves at human speed. Agile and DevOps have redefined delivery cycles, yet QA teams are often left struggling to keep up. Between evolving requirements, multiple environments, and constant regression demands, testers are expected to do more with less. One of the biggest bottlenecks? Test case design. Creating test cases manually is slow, repetitive, and prone to oversight.

Ensuring ethical AI use in QA: guidelines for responsible testing

Artificial Intelligence (AI) is reshaping Quality Assurance (QA) by accelerating testing, improving accuracy, and uncovering insights that once required hours of manual analysis. Yet, with great capability comes great responsibility. As AI begins to influence how tests are designed, executed, and interpreted, ensuring that it’s used ethically has never been more important. Responsible AI in QA isn’t only about compliance — it’s about trust.

Using Atlassian Rovo and Xray - The future of AI-Powered Test Management

Atlassian Rovo is the latest evolution of AI-powered knowledge discovery and workflow assistance, built by Atlassian to help teams turn scattered information into meaningful actions. Rovo works on three core dimensions: Rovo is available in all Atlassian products by default. Users have multiple methods to engage with the AI, each offering different levels of complexity and interaction.

Xray Enterprise: Features, Benefits, and Why It's Now a Standalone App

Software testing at scale comes with unique challenges. Large organizations manage thousands of test cases across multiple projects, often under strict compliance standards and within fast-moving CI/CD pipelines. Until recently, Xray Enterprise existed as an add-on to the main Xray Test Management for Jira app, requiring customers to install and manage both solutions. This created confusion around licensing and setup, and made it harder for teams to understand what they were really getting.

Xray Enterprise: Features, Benefits, and Why It's Now an Independent App

Software testing at scale comes with unique challenges. Large organizations manage thousands of test cases across multiple projects, often under strict compliance standards and within fast-moving CI/CD pipelines. Until recently, Xray Enterprise existed as an add-on to the main Xray Test Management for Jira app, requiring customers to install and manage both solutions. This created confusion around licensing and setup, and made it harder for teams to understand what they were really getting.

How to get the full potential of Xray with Xray Academy

Software teams today face increasing pressure to deliver high-quality applications at speed. Continuous testing, test automation, and traceability are no longer optional — they’re must-haves for scaling development. Tools like Xray provide the structure and visibility teams need, but their success ultimately depends on how effectively people use them. That’s where Xray Academy comes in.

Xray App Editions: more flexibility, more choice for all teams

In the Atlassian ecosystem, every team has its own way of approaching testing: some are just starting out and need the basics; others are scaling automation, managing complex pipelines, or working under strict compliance standards. Until now, Xray offered a core application with the base set of features, and users could add Xray Enterprise on top of that to gain access to additional functionalities.

Testing AI with AI: strategies for validating Machine Learning Models

Artificial intelligence is becoming a core part of modern software. From fraud detection to recommendation systems, machine learning models are shaping business outcomes and user experiences. But with this progress comes complexity. Unlike traditional applications, AI systems don’t behave in predictable ways. They adapt, learn, and sometimes make mistakes that are hard to trace.

Introducing AI-Powered Test Case & Test Model Generation in Xray

We’re excited to introduce two powerful new capabilities in Xray: AI Test Case Generation and AI Test Model Generation for Xray Enterprise, powered by Sembi IQ — Sembi’s AI platform built to help QA, development, and security teams deliver better software, faster. With these new features, Xray brings intelligence directly into the testing process, making it faster to design tests, easier to ensure coverage, more secure by design, and always guided by human expertise.

Xray Summer '25 Product Release | Webinar

Catch up on the Summer'25 Product Release Webinar to explore the newest Xray features, AI-powered capabilities with Sembi IQ, upcoming App Editions, and insights from our live Q&A. Xray is the leading Quality Assurance and Test Management app for Jira. More than 4.5 million testers, developers and QA managers trust Xray to manage 100+ million test cases each month. Xray is a mission-critical tool at over 5,000 companies in 70 countries, including 137 of the Global 500 like BMW, Samsung and Airbus.