Lesson 3 of 3•AI for Continuous Improvement0 of 3 complete (0%)
10 min read
Sustaining Gains & Program Management
What you'll learn
- 1Build AI-powered control systems that detect improvement regression
- 2Create CI program dashboards that track portfolio-level impact
- 3Design knowledge management systems that prevent repeating solved problems
- 4Use AI to mature the CI culture from project-based to embedded
# Sustaining Gains & Program Management
The dirty secret of continuous improvement is that many improvements do not last. Studies show that 40-60% of CI project gains erode within 18 months. The root cause is not poor solutions — it is inadequate control systems and knowledge management. AI addresses both.
AI-Powered Statistical Process Control
After an improvement project establishes new performance levels, AI maintains control:
PROMPT TEMPLATE — Post-Improvement Control Plan:
Design a control plan for sustaining improvement from [project name]:Unlock this lesson
Upgrade to Pro to access the full content
What you'll learn:
- Build AI-powered control systems that detect improvement regression
- Create CI program dashboards that track portfolio-level impact
- Design knowledge management systems that prevent repeating solved problems