Expert insights on synthetic data
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Synthetic data is all you need for Reinforcement Learning
We used Tonic Fabricate to generate a fully synthetic email corpus, then RL fine-tuned an open-source model against it. The result: it beat o3 on real Enron emails — without ever seeing a real email.

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Data synthesis
Generative AI
Technical deep dive
Tonic Fabricate

From off-limits to AI-Ready: Preparing unstructured data directly in Microsoft Fabric with Tonic Textual
Product updates
Data de-identification
Product updates
Generative AI
Tonic Textual
Data privacy
Data de-identification
Tonic Structural
Tonic Textual
Test data management
Generative AI
Technical deep dive
Tonic Textual
Product updates
Data de-identification
Tonic Textual
Product updates
Data de-identification
Tonic Textual
Product updates
Generative AI
Tonic Textual
Generative AI
Data privacy
Tonic Textual
Data privacy
Generative AI
Financial services
Tonic Textual
Test data management
Data de-identification
Tonic Structural
Tonic Fabricate
Test data management
Data de-identification
Tonic Structural
Tonic Fabricate







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