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# Expert insights on synthetic data

## The agentification of Test Data Management is here. Meet the Structural Agent.

Tonic.ai announces the launch of the Structural Agent, an intelligent AI copilot that fuels AI-native software development by transforming how teams configure and provision anonymized test data.

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## Blog posts

### The agentification of Test Data Management is here. Meet the Structural Agent.
- Data de-identification
- Test data management
- Product updates
- Tonic Structural

### Synthetic data is all you need for Reinforcement Learning
- Generative AI
- Data synthesis
- 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
- Generative AI
- Tonic Textual

### How redaction software can help government agencies comply with FOIA
- Data de-identification
- Data privacy
- Tonic Structural
- Tonic Textual

### Training effective models without the annotation budget
- Test data management
- Generative AI
- Technical deep dive
- Tonic Textual

### Tonic Textual + Haystack: Privacy-safe data for RAG pipelines
- Product updates
- Data de-identification
- Tonic Textual

### Tonic Textual + LangChain: secure data for LLM applications
- Product updates
- Data de-identification
- Tonic Textual

### Tonic Textual + MCP Server: PII-safe context for AI
- Product updates
- Generative AI
- Tonic Textual

### Inference protection for LLMs: Keeping sensitive data out of AI workflows
- Generative AI
- Data privacy
- Tonic Textual

### How to de-identify financial documents with Tonic Textual
- Data privacy
- Generative AI
- Financial services
- Tonic Textual

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### Tonic Structural vs Informatica: Which is better for Test Data Management?
- Test data management
- Data de-identification
- Tonic Structural
- Tonic Fabricate

### Informatica Test Data Management pros and cons: a complete guide
- Test data management
- Data de-identification
- Tonic Structural
- Tonic Fabricate

## Build better and faster with quality test data today.

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