Data Quality Matters
Better data generates better results.
Following data fundamentals as part of a data management program can help you get there.
I want you to win with data but that does NOT happen by accident.
Winning with data is a lot like winning in sports. No one wins by just showing up to play on game day and hoping for the best. Teams that win consistently are highly intentional about their preparation and do off season workouts, conditioning, practice and film study to give themselves the best chance of winning on game day.
The companies that extract value from data are Highly Intentional. They have a data strategy, standards for quality, are serious about privacy, deal with silos using integration methods, improve data literacy and enable data access in their organizations.
I focus on comprehensive approach to managing data that gets results that is part technical and part culture and business strategy.
Enterprise Data
If you really want to win with data and extract value it has to be viewed from an Enterprise perspective so you can see the Big Picture and how all the various pieces all fit together to benefit the organization as a whole.
Latest Articles
The Data Everyone Uses
Jan. 10, 2026
This article explains how doing data the right way affects your whole business as data crosses departmental boundaries.
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One Big Bad Assumption
Jan. 3, 2026
Just because you have any data doesn't mean its high quality. High quality data is an intentional act.
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Strategy Is Greater Than Technology
Oct. 11, 2025
This article explains why Data Strategy is more important than implementing technology.
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