Custom Obfuscation Engines

Protect Sensitive Text and Tabular Data Intelligently

Leverage our proprietary, research-backed algorithms to obfuscate sensitive fields while preserving the analytical value and structure of your data.

  • Advanced Algorithms: Based on cutting-edge research (inspired by works like Life of PII, Table Guard) for superior utility compared to basic redaction or simple tokenization. Includes context-aware techniques.
  • Text & Tabular Focus: Specialized engines optimized for handling names, addresses, identifiers, free-text notes (e.g., clinical notes, support logs), and complex table structures.
  • Continuous Improvement: Algorithms refined through ongoing research at lagrangedata.ai's Innovation Labs.
  • Compliance Ready: Helps meet data minimization and pseudonymization requirements under various regulations..
  • Use Cases: Anonymizing customer support logs for NLP analysis, securing financial transaction descriptions, protecting patient notes in healthcare datasets for research, redacting PII from documents before sharing.