1. Data Quality @ Essent Inside the Data Fortress

2. The pain of poor data quality 2 director departmental managers DQ problems supervisor strategicreporting team productivity report reporting database operational database DQ problems  data cleansing upstream data cleansing downstream

4. We sell energy to customers

5. Selling price – purchase price  gross profit

6. We collect transport, distribution and taxes

8. The information we need 5

9. We are a data company 6

10. Cleansingfor Dynamo 7 manualcleansing Axapta Back Office DQ & Migration Mecoms Dynamo data pump scripts correct update insert export extract Customer Installation Tools AddressValidation Human Inference Data WDM Dun & Bradstreet Access Register DNB Snapshots

11. Dynamo : DQ built inThe Data Fortress 8