1. Data, Data Everywhere Orasi Software Inc. david guimbellot

2. You can’t test quality into a system by hiring a million testers It’s not the quantitative testing but the qualitative Test Data Management 2

3. The Myth of Production Data x-axis is the customer’s age y-axis is the total the order 3

4. Minimum Data – Maximum Coverage 4

5. SAP-1 Data Attribute MiningData Test Conditions Test Matching DB-2 XML Matched Test Automated Scripts Automated Testing – Data Matching 5

6. Production Attributes Scenario Subset Covered Subset Production & Enhanced Attributes Generated Coverage Covered Data in Development 6

7. Discover your data Use mathematical algorithms to sample data and understands the gaps in your coverage Discover the exact data you need to satisfy your testing Multi-dimensional cubed views allow you to understand how the data is related Compare production and development data to indicate progress in creating data Profiling 7

8. Quality Pipeline Orasi Software Inc.

9. Production Data for Testing – The Gold Copy Test2 Prod Copy Audit Seed Data Cross Ref Mask Subset Dev1 Test1 Prod Gold Copy Test + Development Dev2 Production Gold Copy Orasi Software Inc.

10. Test Integration Orasi Software Inc.

11. Augmenting Data for Coverage Orasi Software Inc.

12. Build server pipeline Coverage pipeline

13. TDM Team – Specialization

14. TDM Role: Data Design

15. TDM Role in Support

16. TDM Role: Building Test Data

17. TDM Role: Execution

18. TDM Role: Audits

19. Filter View of Defects Orasi Software Inc.