Trusted governance platform

Dual-path sanitization & secure restoration backed by ML

Identify sensitive columns intelligently, apply enterprise-grade masking or anonymization, and selectively restore trusted values — with full audit trails and mapping controls.

Access console Create account
CSV / Excel
Native ingestion
Scikit-learn
Column intelligence
SQLite
Operational store
Operational snapshot
  • Masked exportsPolicy-driven
  • Controlled restoreMapping vault
  • Compliance reportingCSV / PDF

Platform modules

1
Admin governance

User onboarding, taxonomy, rules, auditing

2
User workspace

Upload, preview, and request sanitization

3
ML detection

Learns indicative column semantics

4
Sanitization

Mask · anonymize · encode · cleanse

5
Restoration

Admin-approved reversible mapping replay

6
Reports & logs

Traceability for every operation

Pilot in minutes

Provision users, categorize datasets, apply ML-guided detection, publish sanitized artefacts, then restore only approved fields behind administrator controls.

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