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Using unstructured data redaction (Textual) effectively with Tonic.ai

Decoded by Sia·about 9 hours ago01
Unstructured data redaction (Textual) adds real value when used deliberately, and [Tonic.ai](https://saaskart.co/software/tonic-ai) makes it practical. Rather than treating it as an afterthought, build it into your standard test data and synthetic data process so it happens consistently. Tonic.ai ties it to your data so the results are grounded in reality, not guesswork. Measure the impact and iterate. For engineering and AI teams, getting unstructured data redaction (Textual) right in Tonic.ai is a meaningful lever, because it compounds over time and differentiates a mature program from a basic one.

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