Quantified Mechanix

Insights in Data Analytics

We Blog So You Don’t Have To. We need to have something to post on LinkedIn from time to time. Here is the record of it.

It Was Never the Tools: Why Data, Analytics, and AI Fail to Deliver

August 28, 2025
Tools Don’t Solve Problems — People Do

August 12, 2025
It’s Good to Have High Standards!

June 21, 2024
High Impact Analytics Done Well.

June 3, 2024
The #1 Problem I see: Data Modeling

May 14, 2024
Good Bye Data Modeling Tools

April 27, 2024
Integers Still Rule

April 27, 2024
Software will not save you. AI will not save you. Thinking and effort is still required.

April 18, 2024
Modern Data Stack Platform Architecture

September 5, 2023
Realtime Reporting and Analytics from UKG Autotime

December 28, 2022
Cognos Security Design Best Practices

August 3, 2022
Reports of the death of the “Star Schema” are greatly exaggerated.

January 28, 2022
Thanks Mr. Dolley!

January 6, 2022
There is a Better Way.

January 4, 2022
Modern Analytics for Skilled Nursing

October 21, 2021
The CMS Five-Star Quality Rating System

September 20, 2021
Modernization Comes to Analytics.

September 7, 2021
The Analytics Advantage

March 22, 2021
Who we are and what we do.

February 16, 2021
Cloud data integration Challenges – SOLVED

January 27, 2021
It’s Time to Retire Data Manager and Move to DataStage

January 9, 2021