Artificial intelligence can assist software delivery and be used to automate software testing and optimize project work. Dimitar Panayotov uses ChatGPT to generate test data, create email ...

Conclusion Synthesizer is more than just a test data generator—it’s a strategic enabler for secure, scalable, and efficient data-driven development at Aviva.

Generative AI tools can now create test data, predict defects and even generate test cases dynamically.

They can also use synthetic data generators to create realistic test data that matches the production data’s structure and characteristics. When production data exists, repurposing it for test usage ...

Going beyond simple test creation, the AI Assistant leverages AI agents to generate test data and parameterize the test scenario for data looping.

Poorly managed test data can lead to flaky test results, security issues and compliance gaps.

Synthetic data and digital twins are complementary approaches for riffing on real-world data to improve AI and product design.