AI-ASSISTED-DATA-ANALYSIS4 MIN READ
Clean data first or answer now?
Decide when spreadsheet cleanup should precede AI-generated insight.
You have 30 minutes to brief a VP on the highest-revenue customer segment. The spreadsheet has duplicate customer rows, mixed renewal and new-sales rows, and blank segment values. You can either ask AI for a fast directional answer or spend the first 10 minutes on a cleanup audit.
Read the full lesson
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in