Małgosialeader in the field of synthetic data generation, announced general availability Gretel the Navigator, an agent-based, convoluted, generative AI system built to automate data creation and storage processes for AI development. With uncomplicated natural language or SQL prompts, Gretel Navigator enables users to create, edit, and extend tabular data and design realistic, high-quality test and training data sets from scratch. Developers can also leverage existing datasets to generate knowledge-rich synthetic data on demand.
Gretel Navigator directly addresses classic data ingestion challenges by enabling developers to generate customizable, realistic synthetic datasets that mimic real-world patterns without violating individual privacy. Navigator supports a wide range of data formats, modalities, and context-specific optimizations to streamline workflows and accelerate AI projects.
Gretel Navigator is powered by a set of pre-trained AI models, including Gretel’s custom Tabular Immense Language Model (LLM), which has been trained on a variety of public and proprietary data sets, including electronic health records, financial documents and market data, and other industry-specific formats. This enables the system to generate high-quality, synthetic, industry-specific tabular data that is crucial for enterprise AI applications.
Gretel Navigator includes privacy-enhancing technologies such as differentiated privacyand addresses key challenges in AI development, such as domain knowledge gaps and historical biases in narrow real-world datasets. It also prevents issues such as model drift and increases overall model accuracy for high-value AI applications. By enabling secure, real-time access and tailored optimizations to sensitive or proprietary training data, Navigator enables developers to create cutting-edge models that continually learn and adapt to critical real-world feedback.
In addition to Ernst & Teenage, Gretel Navigator has accelerated AI initiatives at leading companies such as Microsoft, Google, Databricks and AWS, as well as emerging AI startups such as Athena Intelligence and Dataclay. Gretel Navigator is also an artificial intelligence system the world’s largest open source Text-to-SQL dataset, consisting of over 100,000 high-quality synthetic text-to-SQL samples with metadata from 100 domains and industries. Since its April release, this dataset has been downloaded over 10,000 times and has been used to train and fine-tune AI models across industries.