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Get Started Free →PII detection and redaction utilities for privacy-compliant conversational AI
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -16% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -29% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | -2% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | 28% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | -26% | 0% |
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