The continuous improvement process is a framework used to plan for local improvement across different areas to impact student achievement. It involves following quality-by-design principles, utilizing data and platforms, and managing performance to encourage growth. The process typically includes four stages: defining the problem or opportunity, measuring current performance, analyzing data to identify root causes of problems, and implementing solutions while tracking their effectiveness.