tonic logo

Your AI can’t learn from
data it can’t access

The next generation of AI development isn’t built on public data. It's powered by your enterprise knowledge. But up to 90% of that knowledge is trapped in unstructured text, locked away by privacy risks and compliance red tape.

Tonic.ai unlocks your enterprise data without breaking compliance. Our AI-ready synthetic data platform extracts, protects, and transforms unstructured text, making it instantly usable for LLM training.

See it in action

If your model can’t train on the right data,
it’s dead on arrival

Messy, incomplete, and redacted data isn’t just slowing you down—it’s making your AI useless.

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.

No data, no model

Weeks wasted hacking together redacted, incomplete datasets. The wrong data means incomplete training.

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.

Bad data kills AI

Broken, biased, or unusable AI doesn’t get deployed. If your model fails, everything you built gets scrapped.

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.

Fall behind, stay behind

Your competitors are training on better data. AI compounds. If they beat you to it, you’ll never catch up.

Stop cleaning data. Start unlocking it.

Redaction destroys meaning. Compliance slows access. Without solving this, your models will be blind, biased, and already obsolete. The best models aren’t built on scraped public data; they’re powered by enterprise knowledge that’s structured, complete, and compliant.

Learn more

Redaction kills AI—use synthetic data instead

Manually removing PII strips meaning from your text. Instead, generate AI-ready synthetic data that keeps structure and semantics intact.

Your enterprise data is your competitive edge

Public datasets won’t make your AI stand out. Your internal knowledge is your advantage—but only if you can use it safely.

Automate compliance or stay stuck

Stop wasting weeks on data prep. Use automated pipelines to extract, transform, and protect your enterprise text data—so it’s instantly ready for LLM training.

AI-ready enterprise data—automatically, securely, and at scale

Tonic Textual transforms unstructured, sensitive text into structured, compliant data—ready for LLM training.

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.

Automated, built in compliance

Proprietary NER models detect & de-identify PII/PHI in real time, ensuring compliance with HIPAA, GDPR, and global privacy laws—so AI teams can access the data they need.

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.

Synthetic data that preserves meaning

Unlike redaction, Tonic.ai replaces sensitive values with AI-ready synthetic text—keeping structure, context, and accuracy intact for LLMs.

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.

Seamless integration for any data source

Extract, clean, and normalize text from PDFs, chat logs, emails, and more—turning fragmented, messy data into structured datasets ready for AI training.

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.

End-to-end data pipelines, fully automated

No more manual data prep. Tonic.ai delivers AI-ready datasets in real time, accelerating model development and eliminating bottlenecks.

Unblock your AI development—starting now

Your best AI models need real-world enterprise knowledge. Tonic.ai makes that data accessible, structured, and compliant—automatically.
See it in action
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.