Safe, Production-Quality Data for Every Non-Production Environment.
Give DevOps and UAT teams realistic data without ever exposing the real thing.
Get a demoIs Your Development Lifecycle Creating Hidden Risk?
Developers need real-world data to test effectively, but that usually means a tradeoff: use real PII and risk compliance, or use fake data and risk production failures. DataStealth delivers safe, realistic, instantly available test data, enabling faster development without exposing sensitive data.
Schema Move
Recreate the source database structure, tables, columns, constraints, and indexes on the target before any row-level transformation begins.
Data Move
Read from source, apply protection rules in transit, write a protected copy to the destination. No intermediate unprotected copy ever lands on disk.
Preserve Relationships
The same input value always produces the same output token, preserving joins, foreign keys, and application logic across every table.
High-Fidelity Data, Not Just Masked Values
Names, dates of birth, phone numbers, emails, SSNs, postal codes, and card numbers are all replaced with format-preserving, statistically realistic substitutes, while referential integrity holds across every table that references them.
Selective Data Transfer
Scope jobs to specific schemas, tables, or rows using include/exclude patterns and custom SQL filtering.
Lookup & Context Resolution
If John Doe becomes Alex Smith, every table that references him, call logs, disbursements, documents, updates consistently.
Referential Integrity
The same substitute value replaces an original value everywhere it occurs, preserving joins and foreign key dependencies.
Conditional Masking Logic
Apply rules based on column value, lookup value, or context, with combined AND/OR/NOT logic for precise targeting.
CI/CD Integration
A REST API lets Jenkins, GitLab CI, and GitHub Actions trigger refreshes programmatically, with cron scheduling and job chaining.
No Plaintext Exposure
A single-pass streaming pipeline means production data is transformed in transit and never staged in plaintext.