Synthetic Data Generation with the Highest Accuracy for Free

MOSTLY AI is at the forefront of synthetic data generation, providing businesses with the ability to create high-quality, privacy-safe datasets. With a focus on compliance and data democratization, the platform leverages advanced GenAI models to generate fully anonymous synthetic data that mimics real-world datasets. This enables organizations to unlock insights, enhance AI/ML development, and streamline data sharing while adhering to strict privacy regulations like GDPR and CCPA. Whether you're looking to enrich existing datasets or generate new ones from scratch, MOSTLY AI offers a powerful solution that caters to diverse data needs.

Features of MOSTLY AI

GenAI-Powered Data Generation: MOSTLY AI utilizes advanced Generative AI models to create synthetic data that closely resembles real datasets, ensuring high accuracy and relevance for various applications.
Privacy by Design: The platform is built with privacy in mind, allowing users to generate fully anonymous synthetic data that complies with regulations such as GDPR and CCPA. This ensures that sensitive information is protected while still enabling data sharing and analysis.
Natural Language Interface: Users can interact with the platform using a simple natural language interface, making it accessible for individuals without technical expertise. This feature allows anyone in the organization to extract insights from data effortlessly.
Python Client Integration: For developers and data scientists, the platform offers a Python client that facilitates seamless integration into existing data workflows. Users can manage data generation and analysis directly from their Python environment.
Multi-Use Cases: MOSTLY AI supports various use cases, including data sharing, AI/ML development, testing and QA, and self-service analytics. This versatility makes it suitable for diverse industries and applications.
Enterprise-Ready: The platform is designed for enterprise deployment, ensuring scalability and security. It can be integrated into Kubernetes or OpenShift clusters, allowing organizations to maintain control over their data environments.
DataLLM Service: MOSTLY AI offers a free open-source service called DataLLM, which enables users to generate synthetic data from scratch or enrich existing datasets, making it ideal for demo purposes or testing scenarios.
Support for Complex Data Structures: The platform can handle multi-variate time series data and relational databases, making it suitable for sophisticated AI/ML use cases that require complex data interactions.

MOSTLY AI FAQs

What is synthetic data?

Synthetic data is artificially generated data that mimics real-world data without containing any personal or sensitive information. It is used to train AI models, conduct analyses, and share insights while ensuring compliance with privacy regulations.

How does MOSTLY AI ensure data privacy?

MOSTLY AI ensures data privacy by generating fully anonymous synthetic data that complies with GDPR, CCPA, and other privacy regulations. The platform is designed with privacy by design principles, ensuring that no sensitive information is exposed.

Can I integrate MOSTLY AI with my existing tools?

Yes, MOSTLY AI offers a Python client that allows for easy integration into existing data workflows. Users can manage data generation and analysis directly from their Python environment, making it convenient for developers and data scientists.

What use cases does MOSTLY AI support?

MOSTLY AI supports various use cases, including data sharing, AI/ML development, testing and QA, and self-service analytics. This versatility makes it suitable for diverse industries and applications.

Is there a free version of MOSTLY AI?

Yes, MOSTLY AI offers a free version that allows users to generate synthetic data and access the DataLLM service for creating datasets from scratch or enriching existing ones.