Messy data? Clean it first.
AI is excellent at messy data, but you don't have to hand it your data. Ask for the method and run it yourself.
Standardise
Job 01
Dates, phone numbers, currency and names in one format.
ASK
“Convert all numbers to +27 format.”
De-duplicate
Job 02
The same customer spelled three different ways.
ASK
“Suggest rules for spotting duplicates.”
Flag, don't fill
Job 03
Missing values marked, not guessed.
ASK
“Mark blanks as [MISSING].”
Validate
Job 04
Catch impossible values: bad emails, future birth dates.
ASK
“List the checks, then the formula.”
Ask for the recipe. Cook it yourself.