The Journey So Far
Since its launch, ConformIQ Visualizer has been a powerful asset for teams looking to bridge the gap between business requirements in Jira and their testing workflows. By bringing Behavior-Driven Development (BDD) and Gherkin to life visually, it helped teams collaborate more effectively and build a shared understanding of their software.
But the software testing industry is rapidly advancing. We’ve listened closely to our users, and the consensus is clear: visualizing a test is a strong first step—and with AI, we’ve extended its value beyond visualization. Modern QA teams are looking for ways to integrate AI into their systems to improve productivity and efficiency. To achieve this, they want to avoid managing multiple environments or fragmented toolchains.
The Next Evolution
ConformIQ Visualizer is evolving to meet more robust, end-to-end testing requirements aligned with test intelligence.
To make way for a more unified architecture, support for the standalone Visualizer app on the Atlassian Marketplace is officially ending. However, this is not a step back—it’s an upgrade. The core symbolic AI engine that powered Visualizer is becoming more advanced, more deeply integrated with Generative AI, and available on demand within a broader architecture. Its capabilities are now being extended and absorbed into a next-generation testing approach.
This evolution allows teams to move beyond visualization and toward a system where tests are not only designed more effectively, but also generated and maintained with far greater reliability.
The Immediate Solution: ConformIQ Creator
For teams that need to handle complex edge cases and advanced test data management today, ConformIQ Creator provides a clear and immediate path forward.
Creator builds on the collaborative, visual elements introduced in Visualizer and applies them directly to AI-driven test generation. It enables teams to move seamlessly from understanding system behavior to creating robust, executable test cases, without the limitations of a standalone marketplace app.
By operating in a more flexible environment, Creator helps reduce manual effort, improve coverage, and manage complexity with greater confidence.
The Future: ConformIQ Infinity
While Creator addresses today’s complex test creation needs, our engineering team has been focused on what comes next: a unified approach to test case generation, automation, and execution.
ConformIQ Infinity represents this next phase.
By combining Generative AI with Symbolic AI, Infinity introduces a more deterministic approach to testing, reducing ambiguity and eliminating the risk of unreliable outputs. Instead of relying on probabilistic generation alone, tests are derived from validated system logic, ensuring consistency and trust.
In practical terms, this means teams can move closer to eliminating test maintenance overhead while building test suites that evolve alongside their systems.
We’ll be sharing more about this approach through an upcoming product video series led by our CEO, Mark Creamer, where we demonstrate how this unified architecture works in real-world scenarios.
For teams already exploring AI in testing—or experiencing the growing challenges of maintaining large and complex test suites—this shift represents a meaningful step forward.
If you are a current Visualizer user or exploring how to move beyond script maintenance toward true test intelligence, we invite you to be among the first to evaluate the new platform.