Acronis International GmbH (20250094325). SYNTHETIC TEST DATA GENERATION USING GENERATIVE ARTIFICIAL INTELLIGENCE

SYNTHETIC TEST DATA GENERATION USING GENERATIVE ARTIFICIAL INTELLIGENCE

Organization Name

Acronis International GmbH

Inventor(s)

Candid Wuest of Bassersdorf CH

Serg Bell of Costa del Sol SG

Stanislav Protasov of Singapore SG

SYNTHETIC TEST DATA GENERATION USING GENERATIVE ARTIFICIAL INTELLIGENCE

This abstract first appeared for US patent application 20250094325 titled 'SYNTHETIC TEST DATA GENERATION USING GENERATIVE ARTIFICIAL INTELLIGENCE

Original Abstract Submitted

systems and methods for generating synthetic test data for testing a software solution. systems and methods include receiving a testing task from a user, identifying test properties of the testing task, gathering initial information based on the test properties of the testing task, forming a training dataset based on the initial information and the test properties, pretraining a generative ai model based on a large language model (llm) using the training dataset, configuring synthetic test data based on the test properties, and generating synthetic test data according to the testing task using the generative ai model.