Sanitize Enterprise Data for AI
With privacy-preserving anonymization and full referential integrity across multiple modes of data
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Buying or Selling Enterprise Data?
Eliminate PII
and BII risk
Preserve referential integrity
Control what gets redacted
Sanitize multi-modal data with shape intact
Data Sanitization Platform
Sanitize before delivery
Detect and replace sensitive values inside the supplier's own data preparation workflow.
Preserve training value
Retain structure and relationships instead of stripping out everything that looks sensitive.
Govern cross-border data transfers
Apply jurisdiction-aware controls across multi-modal data, wherever it moves.
Choose How to Protect Your Data
Opaque + Reversible
Use when the original may need to be recovered by an authorized workflow.
Partially visible
Use when reviewers need limited field context without the complete sensitive value.
Removed entirely
Use when the sensitive value should not appear in output in any form.
Realistic stand-in
Use when data must stay natural and useful for AI training, testing and evaluation
Sanitize Any Training Data, in Any Modality
Eliminate PII and BII risk
Find and remove personal/business identifiers in PDFs, transcripts, logs, images, and voice.
Entity coherence
One person, one stand-in, across every file, format, and source system.
Repeatable AI pipelines
Lock the entity spec once. Every batch runs the same way, at intake cadence.
Context-preserving tokenization
Sanitize sensitive data before it reaches short or long-term memory.
Control data. De-risk compliance.
Single-tenant infrastructure, private connectivity, and keys you hold.
Compliance audit
What was detected, what was replaced, and which policy applied, recorded per run.
Data Residency
by Design
Train and deploy AI without inheriting regulatory risk.
