Leverage Your Data Modeling Tools and Team

If Data Governance is your program/project to manage, think of the Data Modeling Team and their tools as your foundation. A good Data Governance Program needs to be built atop a top-notch Data Model. Sure, you can have Data Governance without a good data model, it’ll just be a lot harder and a lot more time consuming. See this post on data governance failures for a recent study stating a high percentage of Data Governance programs fail - and my thoughts on that.

The scope of many Data Governance Programs is enterprise data, master data, or a particularly high-value line-of-business’ set of data. With a good Data Model, you’ll easily be able to go in and tag the domains that are in-scope for you as part of the Data Governance Program.

Additionally, you may want to have a comment field for discussions that took place around this data field (not part of the metadata description, but in a separate area) and you’ll definitely want to have a place where you can indicate where the field currently is on your data maturity model.

One thing that we didn’t do, which I now regret, is to have a ‘date last reviewed’ area for a data element. This would certainly help as I’d quickly know when this particular field last came before the council. Since I don’t have this, I have to rely on a combination of memory and a review of my meeting minutes, notes, and website to find that date.

2 comments ↓

#1 Data Governance Success Tip - Get it done on 08.13.07 at 8:18 am

[…] got an email after my post on Tuesday about working with your Data Modelers. It was from a guy who works at a mid-size company that runs pretty lean, meaning he doesn’t […]

#2 3 Ways to Catch Changes to Governed Data Before they Occur on 09.17.07 at 10:59 am

[…] effective allies who can tip you off of proposed changes. I’ve written before about how the data modelers can help you, and this is yet another reason that you should be working closely with them. Its also […]

Leave a Comment