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AI-powered synthetic data generation for software and AI development, ensuring compliance and accelerating engineering velocity.

Tonic AI provides synthetic data solutions through its Fabricate, Structural, and Textual products. Fabricate generates data from scratch using an AI agent, creating fully relational synthetic databases and mock APIs for new product development. Structural mimics production data to accelerate release cycles by fueling staging and QA environments with synthetic data mirroring the complexity of production. Textual unlocks free-text data for AI by redacting and synthesizing unstructured data while ensuring regulatory compliance. Tonic AI integrates with relational and NoSQL databases, data warehouses, and file types, providing a self-hosted or cloud-based deployment.
Tonic AI provides synthetic data solutions through its Fabricate, Structural, and Textual products.
Explore all tools that specialize in data masking. This domain focus ensures Tonic AI delivers optimized results for this specific requirement.
Uses an AI agent to generate high-fidelity synthetic data from natural language prompts, schemas, or sample data, creating relationally-consistent and domain-specific datasets.
Reduces dataset size while maintaining relationships between tables, ensuring data consistency and utility for testing and development.
Identifies and redacts sensitive information in unstructured text data, replacing it with realistic synthetic text to protect privacy and maintain data utility.
Maintains data consistency across multiple databases, ensuring accurate relationships and data integrity for complex applications.
Allows users to define custom rules for identifying and masking sensitive data based on specific business requirements and regulatory mandates.
Deploy Tonic AI (self-hosted or Tonic Cloud)
Connect to your data sources (relational and NoSQL databases, data warehouses, files)
Configure data transformations via masking and synthesis
Define data generation rules using natural language or schemas
Export synthetic data to databases, files, or APIs
Integrate synthetic data provisioning into CI/CD pipelines
All Set
Ready to go
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