1. DATA TESTING IMPERATIVES IN DIGITAL WORLD
Vishnu Kant Gupta – Test Architect
V. Karthik – Sr. Solution Architect 1

2. Data Testing Imperatives in Digital World
Abstract
Digital World is like a honey bee’s nest, and its hexagonal prismatic cells can be assumed like data sources and bees like data flowing from one place to another.
Voluminous Data (Volume)
Heterogeneous Data (Variety)
Real and Near Time (Velocity)
Increased number of data center migration
Data Testing Imperatives in Digital World 2

3. Data reliability and its effectiveness Omni channel assurance
Data Testing Imperatives
Technical Aspect
Data reliability and its effectiveness
Omni channel assurance
Data driven decision makings
Business Aspect
Enhanced Market Strategy
Faster time to market
Improved ROI 3

4. Addressing the Imperatives – Data Testing Approach
Sourcen
WSDL
Source1
Source Data from Channels
Data Integration Testing
Functional Testing
Performance and Security Testing
Data Analytics Testing 4

5. Addressing the Imperatives – Data Testing Requirements
Testing Types
Testing Requirements
Data Integration Testing
Extraction Completeness and Correctness
Data Transformation Completeness and Correctness
Data Load Completeness and Correctness
Multi source Data integration Completeness and Correctness
Functional Testing
Source to Target field validation
Data duplication check
Data Accuracy check
Business rule validation
Performance and Security Testing
Performance and Security script creation
Performance and Security bottlenecks identification and resolution
Role based security testing
Data Analytics Testing
Meaningful analysis and reporting
Effective understanding and analysis of business performance and opportunities
100 percent data coverage
Report/ dashboard generation validation
Report/ dashboard details validation
Visualization validation
User Friendliness: Easy-to-operate with reduced manual intervention 5

6. Best Practices A comprehensive digital assurance strategy
Best Practices of Data Testing in Digital World
A comprehensive digital assurance strategy
Identification and adoption of right tools
Implementation of faster delivery methodology like agile, DevOps, Lean etc
Increasing necessity of Live integration of information
Best Practices
Source 1
Source 2
Source 3 6

7. References & Appendix 7

8. Author Biography Vishnu Kant Gupta – Test Architect
Certified ISTQB (Foundation) and CSM (from ScumAlliance) professional.
Over 13 years of extensive experience in executing and managing full life- cycle testing projects, ramping-up test projects within time, budget & quality parameters, as per best practice guidelines.
B. Tech. from Purvanchal University, Jaunpur.
V. Karthik – Sr. Solution Architect
An accomplished Test Architect with demonstrated success in managing large and complex Testing projects across multiple geographies having years of IT experience.
Outstanding performer in Software QA delivery roles, dedicated to building highly successful teams, Innovation and directing high-impact cost-effective testing strategies and frameworks.
Proven ability to implement processes and methodologies that decreases cost, increases performance and positively affects the bottom-line.
MBA in from Symbiosis, Pune; MCA from IGNOU. 8

9. Thank You!!! 9