VeilData automatically detects, masks, and anonymizes sensitive data so you can build secure AI workflows and compliant data pipelines without the headache.
TRUSTED BY ENGINEERING TEAMS AT FAST-MOVING STARTUPS
Your data pipelines are full of emails, phone numbers, and credit card details. Managing custom scripts to clean this data is brittle, error-prone, and slows down your team.
"Every team needs to use PII somewhere — but nobody wants to be responsible for handling it. We needed a solution that just works."
VeilData scans your data streams or databases using advanced NER models and configurable regex patterns to identify sensitive PII, PHI, and PCI data instantly.
Sensitive entities are replaced with consistent, format-preserving tokens. This ensures your data remains usable for testing and development while staying secure.
When needed, authorized systems can reverse the tokenization to restore original values, enabling secure end-to-end workflows without exposing raw data unnecessarily.
Integrate redaction into your workflow in minutes. Mask files, streams, or databases with a single command.
Preserve data structure and referential integrity so your models train effectively on anonymized data.
Keep full control. Run VeilData locally via Docker or deploy it securely within your private cloud.
We never store your data. You control the mapping store—Postgres, Redis, or S3—ensuring total privacy.
Built on a high-speed Rust core to handle terabytes of data without becoming a bottleneck in your pipeline.
Define custom PII detectors and masking logic to match your specific business requirements and compliance needs.
| Feature | VeilData | Regex / DIY Scripts |
|---|---|---|
| Context-Aware Detection (NER) | Yes, AI-powered | No, brittle patterns |
| Reversible Masking | Built-in tokenization | Complex to build |
| Maintenance Overhead | Zero (Managed updates) | High (Constant tweaking) |
| Performance at Scale | Optimized Rust core | Slow Python/JS loops |
| Compliance Ready (GDPR/HIPAA) | Yes, out of the box | Risky & Unaudited |
Train models on real-world data distributions without ever exposing actual customer PII.
Drop VeilData into your CI/CD pipelines or staging environments to sanitize data automatically.
Satisfy GDPR, CCPA, and HIPAA requirements with auditable, consistent data masking.
Join the waitlist for early access to VeilData. We are onboarding teams who want to move fast without breaking trust.