Game-Changing Innovation

Advanced Test/Dev Data Environment Framework

Our proprietary framework that eliminated production dependencies, accelerated testing cycles, and ensured 100% data compliance through synthetic generation and intelligent masking.

Accelerated
Deployment
100%
Data Compliance
Zero
Prod Dependencies
24/7
Test Availability
Framework Architecture
End-to-end data pipeline from production systems to compliant test environments

Production Data

Source systems with sensitive customer and transaction data

Data Masking

PII anonymization and sensitive field obfuscation

Synthetic Generation

AI-powered realistic data creation and scenario building

Test Environment

Compliant, production-like testing with automated refresh

Data Masking & Anonymization

PII Protection

Customer Names
Tokenized
Account Numbers
Format Preserved
Transaction Amounts
Range Maintained
Phone/Email
Fully Masked

Compliance Features

  • • GDPR compliant data handling
  • • Audit trail for all masking operations
  • • Reversible masking for authorized personnel
  • • Automated compliance reporting
Synthetic Data Generation

Payment Operations Scenarios

  • • Realistic IMPS/NEFT transactions (positive, edge, negative)
  • • System failure simulations (network timeouts, partial outages)
  • • Fraud detection patterns (AML threshold breaches, suspicious activity)
  • • Regulatory compliance data (RBI reporting, FATCA, GDPR)
  • • High-volume load and stress testing data
System-Specific Implementation
Tailored data simulation for each banking operation

Payment Operations

Transaction Types
IPI, IPP, FTS, Intl
Systems Simulated
PG, CB, Channels
Test Scenarios
150+ Cases

Simulates inward/outward flows with realistic timing, amounts, and failure scenarios

Cheque Book Issuance

Request Channels
Mobile, BPM
Validation Systems
CBMS, Ethix
Customer Profiles
50+ Types

Creates diverse customer profiles with varying eligibility and signature statuses

Chargeback & Dispute

Dispute Sources
SEDRA, E2E
Transaction Data
ETHIX
Dispute Types
Visa, MC, Local

Generates complex dispute scenarios with multi-system data relationships

Business Impact
Development Speed
Faster iteration cycles
60%↑
Testing Coverage
Comprehensive scenario testing
95%
Cost Reduction
Infrastructure & maintenance
40%↓
Team Benefits
Developers
No waiting for production data access
QA Teams
Unlimited test scenarios and edge cases
Business Users
Faster UAT cycles with realistic data
Compliance Teams
Built-in audit trails and data governance
Operations
Reduced production system load
Technical Implementation
Architecture and tools powering our data simulation framework

Core Technologies

Data Masking Engine
Custom Built
Synthetic Data Generator
AI-Powered
Test Data Management
Automated
Compliance Monitoring
Real-time

Key Features

Automated daily data refresh
Cross-system referential integrity
Configurable data volume scaling
Environment-specific customization
Performance monitoring & optimization
Disaster recovery & backup

Ready to Accelerate Your Testing?

See how our framework can transform your development and testing cycles