“Humans want to be surrounded by beauty.” “Humans want to be surrounded by beauty.” – Susan Cain Susan Cain was a keynote speaker at ASAE’s Annual Meeting this past August, and when she uttered these words, I immediately thought of data management systems (stick with me here…). One of the most common complaints I hear from […]

Data managers vs data consumers When I work with clients on any data management project, I’ll often point out that there are two broad audiences on staff when it comes to the AMS: data managers (those who frequently use the system for processing data and financial transactions, querying, etc.) and data consumers (those who only […]

Another universal truth There are many universal truths in data management. Some examples: You will always have duplicate records. Your business rules are the easiest thing to change to improve data management. Reporting and querying is always a challenge. In a recent conversation with a client, I was reminded of another universal truth: No matter […]

Don’t miss this year’s DAN Science Fair! I’m taking a break from my weekly tips to make the following important announcement: **The third annual Data Analytics Network Data Science Fair is coming on Tuesday, October 7, 2025!**  This is a FREE in-person event in Arlington, VA, taking place from 3pm-5pm (with a happy hour sponsored by Higher […]

Just start. And it’s never done. Last week I had the opportunity to lead a panel discussion about data clean up at the quarterly NetForum Users Group meeting. (Quick plug: If you’re not a member of your AMS users group, join now! And if there isn’t a users group, start one!) At the end of […]