Digital Transformation
The Data Farm: From Integrity to Dashboards
If your leadership meetings include three dashboards and three different “truths,” you don’t have a KPI problem, you have a data integrity problem This article explains data integrity in business terms and introduces the “data farm” pattern: raw preservation, standardization, a governed semantic layer, and dashboards that consume certified outputs You’ll also get a practical roadmap, common failure modes, and one small step you can take this week to make “where did this number come from?” a one-minute answer.