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Establishing 'Making it Happen' as a 'Formal & Predictable' Discipline
Principles and Rules Listing Page

Business Case for Data Quality

The first set of Data Quality Programs should focus on most quantifiable areas.
 
This page of 'Principles and Rules' is linked to:  Data Quality,


Building a business case for Data Quality is a challenge and so it leads to passive response from the audience. The smart way is to start your data quality program with the areas, which have direct business significance. It's not a question of being manipulative as these areas will be most valid candidates.

Articulation in business language is another important factor. Anything which you do will have direct or indirect impact on business. The trick is how you find it, quantify it (as much as you can) and articulate in business language. For example "Expected to increase your data reliability on customers, and provide you 5% higher strike rate in your mailing campaigns and also save 10% time of your reporting staff" is better than saying "It will achieve 15% higher quality in the customer leads table in leads management system". Please also note that if your data quality initiative will support regulatory compliance, that will be one of the best arguments. Don't overstate the benefits, and if you are not sure make them tentative and not committed goals.


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Relevant Links to this page
Principles & Rules → Data Quality is a subject of business ownership and not of IT-ownership → Principles & Rules → Don't create a hype on Data Quality Program. → Principles & Rules → Sponsor for a Data Quality Program → Principles & Rules → Data Quality is not Perfect Quality → Principles & Rules → Engage the Vendors in Data Quality Program → Practice Techniques → How to get more data along with Sales leads → Practice Techniques → Ask for dates instead of number of years → Principles & Rules → How to Maximize the effectiveness of Data Stewardship → Practice Techniques → Field Tips Series#1- Data Mapping and Assessment → Principles & Rules → Data Management Standards for Data Entities will be a mix of collaboration and top-down → Principles & Rules → Data Management standards for data entities are not only for IT systems → Principles & Rules → Cascade your standards and guidelines to business partners and Vendors → Principles & Rules → Data quality assurance and control guidelines are no-brainer. Publish one immediately and evolve thereafter. → 
 
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Relevant links to this page
Data Quality is a subject of business ownership and not of IT-ownership
Don't create a hype on Data Quality Program.
Sponsor for a Data Quality Program
Data Quality is not Perfect Quality
Engage the Vendors in Data Quality Program
How to get more data along with Sales leads
Ask for dates instead of number of years
How to Maximize the effectiveness of Data Stewardship
Field Tips Series#1- Data Mapping and Assessment
Data Management Standards for Data Entities will be a mix of collaboration and top-down
Data Management standards for data entities are not only for IT systems
Cascade your standards and guidelines to business partners and Vendors
Data quality assurance and control guidelines are no-brainer. Publish one immediately and evolve thereafter.
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