Improve AEIS accuracy by logging mistakes, analyzing causes

https://privatebin.net/?02357113492bdd99#Gi112W1QiyTEEU4LnPRQf7dYgvbAsLkWLuoXWZqeWoki

Improve AEIS accuracy by logging mistakes, analyzing causes, and creating action plans to prevent repeated errors in future tasks.