Secure & Compliant Data
Next-Gen Test Data Management
Solutions
Provide your testing teams with the right data, at the right time. We automate test data provisioning while guaranteeing 100% GDPR, HIPAA, and CCPA compliance.
Privacy Status: Secured
PII Integrity: 100% Masked
Field
Production
Test Data
Name
John Smith
User_7382
Credit Card
4242...1234
4111...0000
Email
john@gmail.com
test.user@mock.com
Address
123 Main St, NY
999 Fake Rd, CA
100%
Compliance Rate
90%
Faster Provisioning
Zero
Data Breaches
On-Demand
Self-Service
Why Data Management Matters
Bad data leads to bad tests. We ensure your QA team has high-fidelity data without the security risks.
Regulatory Compliance
Avoid hefty fines. We automatically identify and mask sensitive PII/PHI data across your databases before it leaves production.
Rapid Testing Cycles
Developers no longer wait days for data refreshing. Our self-service portals allow teams to clone, reset, and bookmark data in minutes.
Better Defect Detection
Synthetic data generation allows us to create edge cases (e.g., negative balances, future dates) that rarely exist in production data.
Masking vs. Synthetic Data
Two powerful strategies for securing your testing environments.
| Feature | Data Masking | Synthetic Generation |
|---|---|---|
| Source | Real Production DB | Generated from Scratch |
| Realism | High (Retains Patterns) | Customizable |
| Security | High (Obfuscated) | Maximum (No real data) |
| Volume | Limited to Prod Size | Infinite Scalability |
| Best For | End-to-End Scenarios | New Features / Load Testing |
TDM Lifecycle
From discovery to destruction.
Data Discovery
We scan your databases to identify where sensitive information (credit cards, SSNs, emails) resides.
Masking & Subsetting
We apply irreversible masking rules to obfuscate PII while maintaining referential integrity for testing.
Delivery
Secured data snapshots are delivered to test environments via automated pipelines or self-service containers.
Refresh & Reset
Testers can "rewind" their data to a clean state instantly after destructive testing, ensuring test repeatability.
Data Tools We Master
Delphix
Informatica TDM
CA Test Data Manager
IBM Optim
GenRocket
Redgate
Faker (Python/JS)
Mockaroo
SQL Server
Delphix
Informatica
TDM FAQs
Common questions about test data strategy.
Is masking reversible?
No. We use static data masking (SDM) for lower environments, which permanently changes the data. Reversible encryption is only used when strictly necessary for specific workflows.
Does masking break foreign keys?
Not with our approach. We ensure "deterministic masking," meaning if "John" becomes "User1" in Table A, it also becomes "User1" in Table B, preserving relationships.
Can you generate data for new features?
Yes. For features that don't exist in production yet, we use synthetic data generation tools to create realistic records based on your schema definitions.
How fast is the data refresh?
Using data virtualization tools like Delphix, we can refresh terabyte-sized databases in minutes rather than days, drastically accelerating your sprint cycles.
Secure Your Test Data
Eliminate privacy risks and speed up delivery today.
*Confidentiality Guaranteed.
Proven Results
Trusted by 150+ Customers worldwide.
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