Digitizing supplier price lists: from PDF and Excel to usable data

Wholesalers and retailers receive piles of supplier price lists every season — PDF, Excel, even photos. The traditional approach is typing them into the ERP or webstore line by line: half a day for a 200-row list, before counting the risk of typos. One misplaced decimal can cost thousands.

The standard workflow

Four steps: extract SKU, name, specs and prices from the document; clean units, formats and brand spellings; map supplier columns to your system's fields; and human review — low-confidence items are flagged for a person to confirm before anything enters your system.

Step four is the one most tempting to skip and the most important. However accurate extraction gets, errors happen; piping AI output straight into your system just automates the typos. The review step is what makes it safe.

Is it worth it? One simple calculation

Rows per month × seconds per row × staff hourly cost. A company processing 3,000 rows a quarter usually saves more time in a year than the build costs — before counting the cost of pricing errors.