Private and compliant by design

Discover our privacy-first approach to synthetic data and how to leverage the platform for optimal data privacy protection.

Modules

Overview

Gretel is pioneering data privacy protection for generative AI through safe, synthetic data. Various Gretel models have differential privacy built-in, and our team of expert, in-house scientists put data privacy at the heart of everything we do.

Gretel Navigator

Gretel Navigator is the world’s first compound AI system designed to create high-quality tabular datasets using natural language or code. With Navigator, you can iteratively create, edit, and augment tabular datasets with just a simple prompt.

Resources

Gretel Navigator Fine Tuning

Gretel Navigator Fine Tuning is an AI system that combines a Large-Language Model pre-trained on tabular datasets with schema-based rules. It can train on datasets of various sizes and generate synthetic datasets with unlimited records. Navigator Fine Tuning excels at matching correlations (both within a single record and across multiple records) and distributions in its training data across various tabular modalities, including numeric, categorical, free text, JSON, and time series values.

Resources

Transform v2

Transform v2 is a general-purpose programmatic dataset editing tool. It allows users to easily detect arbitrary entities specific to their business, and define custom transformation rules to generate data matching the exact format and logic they need. This feature not only extends Transform’s already robust de-identification capabilities, but also makes Transform v2 adaptable enough beyond de-identification, to cover most dataset pre and post processing use cases.

Resources

ACTGAN

Gretel ACTGAN is an adversarial model that is designed to generate tabular data with advanced features like conditional data generation. It performs well with primarily numeric datasets, high column counts, and unique categorical fields.

Resources

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