AI & Automation
AI Scorecard Results Explained: What Your Score Actually Means
2026-02-08 - Mike McDonnell

AI Beginner means you need baseline process and data foundations before scaling automation.
AI Improver means early adoption is working, but consistency and ownership need tightening.
AI Leader means systems are in place; now focus on compounding gains and strategic use cases.
