WORKSPACE / CUSTOMER IMPORT

A fresh start for your data.

Map the columns. See the changes. Make the final call.

SYNTHETIC SAMPLE

Loading the sample workspace…

CSV

studio-customers.csvPreparing the source preview

SOURCE PRESERVED

Total records—The complete source

Ready to import—Validated customers

Needs review—A human eye helps

Changed cells—Nothing happens silently

01 / CONNECT THE COLUMNS

A place for every field.

3 REQUIRED FIELDS

Customer ID REQUIREDFull name REQUIREDEmail address REQUIRED

Unmapped columns stay out of the customer import.

02 / A CLEARER PICTURE

Customer records, original and cleaned values, with validation status. Select a record to review it.
RECORD	CUSTOMER ID	FULL NAME	EMAIL ADDRESS	STATUS	Review record

Trim surrounding spaces · lowercase emails · require ID, name & email · keep the first valid record for each ID.

03 / ON TO BETTER THINGS

Your results include ready records, a review file, and an audit trail.

CSV + SQLite + JSON audit · unresolved records stay in the review file