Unlock off-limits data for AI model training

Compliant data for AI model training, LLM workflows, RAG systems, agentic workflows, and lower environments

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Best-in-class detection

Our best-in-class models automatically detect 35+ sensitive entities in your data and support 50+ languages, delivering the accuracy your business demands; with the ability to easily define custom entities to satisfy unique requirements.

A "transcript.txt" file showing a customer service conversation. The names "Steven" and "October 23rd" are highlighted, illustrating the automatic detection of sensitive entities like names and dates in data.

Realistic synthesis

Redact or synthesize sensitive entities consistently, without compromising quality or context, ensuring data is suitable for model training and other scenarios where data realism is critical.

A "transcript_synthesized.txt" file showing a customer service conversation. The name "Andrew" and date "December 12th" are highlighted in purple, demonstrating the synthesis or redaction of sensitive entities while maintaining context.

Certifiable compliance

Whether it's HIPAA, GDPR, PCI, or another requirement, Tonic has established partnerships with Expert Determination providers to certify compliance for your use case.

Logo for HIPAA complianceLogo for GDPR complianceLogo for PCI compliance
A central padlock icon surrounded by concentric rings, with three circular profile images of individuals positioned around it, representing essential security features and collaboration.

Enterprise-grade control and collaboration

Essential security features like Role-based-access controls (RBAC) and SSO integrations to ensure the highest levels of protection across your data, and dataset sharing within the UI for easy collaboration.

Seamless refinement

An intuitive UI with a simple configuration workflow and self-serve detection refinement, paired with a robust API and SDK for more technical users to operate at scale. 

A "clinical_notes.pdf" file open in a user interface. The word "amoxicillin" is highlighted in yellow, with a mouse cursor pointing to it, demonstrating an intuitive UI for detecting sensitive entities like prescription details.

All your data, any format

Tonic Textual supports virtually all unstructured data formats — from free text to audio – simply feed your data into the Textual SDK or upload your files through the UI or with the Tonic SDK to quickly generate privacy-protected assets that are ready for downstream usage.

An isometric illustration with a central teal box with the Tonic Textual icon, indicating data processing, surrounded by a grid of smaller icons for different file types such as documents, images, and code. This visualizes feeding data into Textual SDK or UI to generate privacy-protected assets.

See Textual protect your data in real-time

Our proprietary NER models automatically identify entities in your text data to prevent potential privacy vulnerabilities in your AI development. Textual can de-identify any sensitive entities it detects via redaction or synthesis.

Want to see how Textual works with one of your own documents?

Create a free account and start uploading in seconds. 

Unstructured data de-identification for every use case

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

In AI model training

Retain your data’s richness and preserve its statistics by replacing PII with synthetic values, to ensure optimal model training for LLM fine-tuning and custom models.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

In RAG systems

Provide LLMs redacted data while optionally exposing the unredacted text to approved users. Automate pipelines to extract and normalize unstructured data into AI-ready formats.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

In LLM workflows

Redact sensitive information prior to using it within LLM prompts to prevent sensitive values from ever entering the chatbot system.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

In your lower environments

Accelerate data science based development with realistic test data that ensures data utility and data privacy throughout your lower environments.

Two isometric, light blue data blocks, representing structured and unstructured data, are linked together by thin wires. One block has the Tonic Textual logo, the other the Tonic Structural logo, and the Tonic.ai logo on the side, symbolizing Tonic.ai's solutions for processing and transforming data.

A holistic platform for all of your data

Regardless of whether you are working with structured or unstructured data – or you need to fabricate realistic synthetic documents because none exist – Tonic.ai provides a suite of solutions to unblock your AI/ML initiatives and keep them moving forward.

Image Support for all your data formats

Support for all your data formats

90% of enterprise intelligence is locked up in files across the business. With Textual, you can unlock unstructured enterprise data however and wherever it’s stored:
.csv
.txt
.pdf
XML
HTML
JSON
.pptx
.docx
.png
.jpeg
.xls
+ more

Keep conversations private while preserving value.


Redact audio files automatically. Now that’s ••••••• awesome!

Deploy Textual on the cloud or self-hosted

Accessible where your data lives

Deploy Textual seamlessly into your own cloud environment through native integrations with cloud object stores, including S3, GCS, and Azure Blob Storage, or leverage our cloud-hosted service.

Available through your cloud provider

Burn down your cloud commitments by procuring Textual via the Snowflake Marketplace, AWS Marketplace, and Google Cloud Marketplace.

Or deploy self-hosted

For the utmost in data security and control, deploy Textual on premises using Kubernetes or Docker, in the event that your data is too sensitive to live on the cloud.

Featured
Resources
Learn more about Tonic Textual by way of technical deep dives, guides, and webinars.

AI in healthcare: data privacy and ethics concerns

Data privacy in AI

Data masking for the insurance industry: a guide

Data de-identification

Data masking for government agencies: a guide

Data de-identification

Data masking: DIY internal scripts or time to buy?

Data de-identification

Use cases for de-identified datasets

Data de-identification

Secure your sensitive free-text data with Tonic Textual.

Leverage the power of generative AI while safeguarding your most important data.
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Accelerate development with high-quality, privacy-respecting synthetic test data from Tonic.ai.Boost development speed and maintain data privacy with Tonic.ai's synthetic data solutions, ensuring secure and efficient test environments.