The data synthesis guides for software and AI teams

Featured guide

How to improve data accessibility for software and AI development

Learn how to enhance data accessibility for software and AI development. Discover strategies to optimize data usage, improve collaboration, and more.

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Guide series
Data de-identification
Data synthesis
Test data management
Data privacy in AI
AI model training
Developer productivity
Tonic Structural how-tos
Tonic Textual how-tos
Tonic Fabricate how-tos
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AI model training

RAG chatbot: What it is, benefits, challenges, and how to build one

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Tonic Textual
AI model training
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Data privacy in AI

Best LLM security tools: features & more

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Tonic Textual
Data privacy in AI
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Data privacy in AI

Understanding LLM security risks (with solutions)

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Tonic Textual
Data privacy in AI
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Data privacy in AI

Understanding data redaction: methods, use cases, and benefits

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Tonic Textual
Data privacy in AI
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AI model training

What is retrieval augmented generation? The benefits of implementing RAG in using LLMs

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Tonic Textual
Tonic Validate
AI model training
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Test Data Management

The hidden value of test data: a case study on tech debt & business value

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Tonic Structural
Tonic Fabricate
Test Data Management

Make your sensitive data usable for testing and development.

Unblock data access, turbocharge development, and respect data privacy as a human right.
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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.