Case Study: Crystal Intelligence cuts regression from weeks to hours with QA.tech

Crystal Intelligence cuts regression from weeks to hours with QA.tech

Crystal Intelligence, a crypto compliance and financial intelligence platform, faced a significant bottleneck in its development cycle. Their critical visual investigation tool, built on an HTML canvas, could not be tested by standard automation tools like Playwright. This forced them to rely on entirely manual UI regression testing, a process that took weeks and hindered their ability to increase deployment velocity.

Partnering with QA.tech, Crystal Intelligence implemented AI agents that visually interpret and interact with the complex canvas elements. Using natural language prompts, the agents automate testing workflows, including visual color verification for risk scores. This solution from QA.tech compressed their regression testing from weeks to just hours, enabling them to integrate automated UI checks into their CI/CD pipeline and catch visual bugs on every pull request.

Crystal Intelligence