Case Study: Msg.ai achieves faster AI API regression testing with ImpactQA

Automation of an Artificial Intelligence (AI) Product

Msg.ai is an American artificial intelligence company focused on human-computer interaction technologies. Facing the need to accelerate testing in an agile environment, automate a complex regression suite, and validate API responses without a GUI, the customer turned to ImpactQA for support with API-level testing and performance validation.

ImpactQA developed an API/service-based automation framework in just two days, creating test scenarios for positive and negative cases, maintaining separate workspaces for BE and OSL API interaction, and integrating reporting and tools such as Jenkins and test management/defect systems. The solution enabled robust data validation for dynamic outputs, reduced QA effort by catching defects at the API level, and supported scalable load testing with JMeter, helping the customer speed up time to market with minimal technical overhead.

Msg.ai