AI-powered test data generation and management concept

With the Knowit test data generation and management concept, it is possible to build a flexible and efficient solution tailored to the unique needs of each organization's software development—cost-effectively.

The effective test data management is crucial to successful software quality assurance. As organizations face increasing data protection regulations and manage vast volumes of data, traditional methods of test data creation and handling no longer suffice. That's why we've developed a flexible, AI-powered solution tailored to tackle modern test data challenges—securely, cost-effectively, and at scale.

Knowit’s approach is grounded in deep analysis and collaboration. We assess each customer’s unique systems, testing environments, and business goals to craft tailored solutions. Whether it’s fully synthetic AI-generated test data, hybrid environments combining synthetic and production-like data, or automating current manual processes.

The final solution can be based on a commercial product running in the AWS cloud or it can be fully customized to form a tightly integrated part of the existing overall software development architecture in AWS cloud. Either way, the data management and transfer orchestration are created using AWS's built-in data management components to fully automate the data management and generation process.