KPIs Without Causal Process Inputs Are Worthless
Problem Solved with Integrated Process Excellence
Most Key Performance Indicators (KPIs) are ineffective because they focus on outcomes without connecting them to the specific upstream causes that drive results. By using a causal architecture known as KIV-KPV-KOV, the system links inputs and process variables directly to output metrics. This structured hierarchy transforms dashboards from historical reports into actionable tools for real-time operational control. The text also highlights how this methodology provides a necessary governance framework for artificial intelligence, ensuring data models remain grounded in logical process relationships. Ultimately, the material advocates for a shift from reactive firefighting to proactive management through disciplined process documentation.
Paper - https://drive.google.com/file/d/1ifedx-A26jrgeXaxF6TVmuIKh_xGVw7R/view
Video - https://youtu.be/kVDkVo5OUl8
John Cachat
johncachat@ipe.services
www.ipe.services
Reference Material
Books on Amazon https://www.amazon.com/stores/John-Cachat/author/B0G4NB66MD
LinkedIn Articles https://www.linkedin.com/in/johncachat/recent-activity/articles/
YouTube Videos https://www.youtube.com/@ipeservices/videos
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