Quick check
Guess first, no penalty. A names column has extra spaces and names like "priya sharma" in lowercase. Where should the AI's cleanup formulas go?
Messy data wastes hours: extra spaces after names, mixed capitalization, two values stuck in one cell, duplicates, and dates typed as text.