A really common problem is the lack of data for testing systems or training LLMs. It turns out there are industrial solutions that generate data for these purposes.
In brief:
😀K2view — leader in the enterprise solutions segment. The platform stands out for its "entity" approach (creates complete copies of business objects, e.g., "customer" with all their orders and transactions).
😀MOSTLY AI — perfectly replicates statistical patterns of real data.
😀YData Fabric — a comprehensive solution that combines data profiling and generation. It is aimed at Data Science specialists, helping them improve the quality of training datasets for machine learning models.
😀Gretel — a platform loved by developers for its excellent API and ability to integrate into CI/CD processes. It allows generating both structured tables and unstructured data (texts, logs) "on the fly".
😀Hazy — focuses on the financial sector and insurance.
#tools
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