Tonic.ai Blog | Synthetic Data Insights & Engineering | Tonic.ai

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Expert insights on synthetic data

The lastest

How to sanitize production data for use in testing

Explore data sanitization techniques and discover how proper sanitization improves test accuracy, protects privacy, and supports secure software development.

How to sanitize production data for use in testing

How test data generators support compliance and data privacy

Guided redaction in Tonic Textual: Human-precision, streamlined by AI

Transform sensitive text into AI-ready data on Microsoft Fabric

Data de-identification

Hyper-realistic synthetic data via agentic AI has arrived. Meet the Fabricate Data Agent.

Product updates

Your data, your model: Self-serve custom entity types in Tonic Textual

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Tonic.ai product updates: October 2025

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Preventing training data leakage in AI systems

Generative AI

Best practices for AI model optimization without risking privacy

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Navigating the European Union AI Act

Data privacy

Tonic.ai + Microsoft: Accelerating AI adoption with privacy-compliant synthetic data

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Turn sensitive data into safe AI assets with Tonic Textual in Amazon SageMaker Unified Studio

Generative AI

Build better and faster with quality test data today.

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

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.