Test Data Synthetic Provisioning

Automated synthetic test data generation and real-time masking system built to provision secure, realistic datasets for non-production QA environments without risking data privacy breaches.

Key Project Metrics & ROI

The Client Challenge & Pain Points

Copying production insurance claims into QA databases took 5 business days and introduced massive GDPR compliance risks due to exposed personally identifiable information (PII) and financial records.

Our Technical Solution & Architecture

VistaCliq designed an on-demand synthetic data generation engine. QA engineers can now trigger an API call via a Slack bot or Jenkins pipeline to instantly provision thousands of realistic, highly relational synthetic policy records in under 60 seconds with zero real customer data exposed.

Technologies & Frameworks Deployed

• ✔ Synthetic Data AI
• ✔ Automated PII Masking
• ✔ Oracle & PostgreSQL TDM
• ✔ RESTful Provisioning API
• ✔ Docker Containers
• ✔ DataGuard Privacy Suite