AI-ready synthetic data, without the risks
Tonic Textual transforms unstructured, free-text data into safe, compliant datasets for AI development, unlocking the full potential of your generative AI initiatives.
Your unstructured data is the biggest obstacle for AI development
Unstructured text is where 90% of enterprise knowledge lives—but turning it into AI-ready data is riddled with challenges:
PII everywhere
Exposing sensitive data risks non-compliance and security breaches
Data silos
Scattered free-text files are impossible to integrate and standardize
Incomplete datasets
Missing or redacted information limits AI model accuracy
One platform to unblock data access for gen AI projects
Automatically transform free-text data into rich, safe, and AI-ready datasets with Tonic Textual.
Remove compliance worries
No more stressing about PII risks. Maintain compliance with built-in HIPAA, GDPR, and global privacy standards.
Accelerate model training
Get training data that’s ready when you are. Generate realistic, diverse datasets in seconds and keep your projects moving at the speed of development. No more waiting, no more wasted cycles.
Improve AI performance
Catch the edge cases. Reduce bias. Train your models on data that mirrors reality, so they perform exactly how you need them to in production.
Unblock innovation
Spend less time solving workflow challenges and more time on creating. With Tonic, your team can skip the prep work and dive straight into building better models and systems.
Sensitive data detection, redaction, and synthesis—all in real time
Our proprietary NER models spot sensitive entities in your text and transform them into safe, realistic data.
Input
Connect Textual to your data store or upload files in any format via an intuitive UI or by feeding text directly into the Textual SDK.
Extract
Automatically extract your free-text data and detect over thirty sensitive entity types with Textual’s multilingual NER models.
Protect
Leverage granular controls to de-identify your data consistently, either through redaction or realistic synthesis, replacing sensitive values while maintaining semantic integrity.
Optionally certify that PHI data de-identification is HIPAA-compliant through our partnership with an expert determination provider.
Deliver
Output your protected data in its original file format or in a standardized, markdown format optimized for model training and RAG systems.
Support for all your data formats
“Tonic removed a major blocker for us by enabling our teams with data that mirrors the size, shape, and feel of our production data. And by guaranteeing privacy for HIPAA compliance, Tonic allows us to share that data safely with our off-shore development teams, too.”
The world’s most innovative companies use Tonic.ai
The easiest way to get the data you need for AI development
