Feature
PII Redaction
Automatically detect and redact 50+ types of personally identifiable information before it reaches your AI models. Protect user privacy and ensure compliance with GDPR, CCPA, HIPAA, and more.
See It In Action
Before (Unsafe)
"Hi, I'm John Smith. You can reach me at john.smith@company.com or call me at (555) 123-4567. My SSN is 123-45-6789 and my credit card is 4532-1234-5678-9012."
After (Safe)
"Hi, I'm [NAME]. You can reach me at [EMAIL] or call me at [PHONE]. My SSN is [SSN] and my credit card is [CREDIT_CARD]."
50+ PII Types Detected
Contact Info
- Email addresses
- Phone numbers (global)
- Physical addresses
- IP addresses
Identity
- Full names
- Social Security Numbers
- Passport numbers
- Driver's license
Financial
- Credit card numbers
- Bank accounts
- Tax IDs
- Financial account numbers
Healthcare
- Medical record numbers
- Health plan IDs
- Prescription info
- Patient identifiers
Digital
- API keys
- Passwords
- OAuth tokens
- Private keys
Regional
- AU TFN/ABN
- UK NI numbers
- EU VAT numbers
- Canadian SIN
Simple Integration
Python
from tork import PIIDetector
detector = PIIDetector()
# Scan text for PII
text = "Contact john@example.com or call 555-123-4567"
results = detector.scan(text)
print(results)
# [
# {"type": "email", "value": "john@example.com", "start": 8, "end": 24},
# {"type": "phone", "value": "555-123-4567", "start": 33, "end": 45}
# ]
# Redact PII
safe_text = detector.redact(text)
print(safe_text)
# "Contact [EMAIL] or call [PHONE]"
# Configure which PII types to detect
detector = PIIDetector(
enabled_types=["email", "phone", "ssn", "credit_card"],
custom_patterns={
"employee_id": r"EMP-\d{6}"
}
)Flexible Redaction Options
Token Replacement
john@email.com → [EMAIL]Replace with type indicator
Masked
john@email.com → j***@e***.comPartial masking for context
Hashed
john@email.com → a3f2c1...Consistent hash for correlation
Custom
john@email.com → <REDACTED>Your own replacement text
Compliance Ready
Tork's PII detection helps you meet data minimization requirements across major privacy regulations. Combined with our audit logging, you have the documentation needed for compliance audits.
Protect User Privacy Today
Start detecting and redacting PII in minutes.