Whether you’re generating data from scratch or transforming sensitive production data, performant test data generators are critical tools for achieving compliance in development workflows.

Test vendors use AI and machine learning to handle massive data volumes from complex electronics and detect hard-to-find ...

Explore data sanitization techniques and discover how proper sanitization improves test accuracy, protects privacy, and supports secure software development.

Synthesizer is Aviva’s in-house synthetic data generation tool, purpose-built to meet the growing demand for high-quality, privacy-compliant test data. Designed with flexibility and scale in mind, ...

In the race to build smarter artificial intelligence (AI) and supporting systems, many digital organizations and technology developers are focused on making more efficient models. The architecture, ...

Efficient and effective generation of test stimulus is key to achieving verification and validation goals. We are investigating methods to exploit machine learning for test generation in the context ...

There are several potential benefits to using AI methods in health technology assessment (HTA). These must be balanced against potential risks, for example: algorithmic bias, cybersecurity, and ...