From 6 weeks to 4 days: how Bowens Australia transformed supplier onboarding.

The challenge

For distributors managing hundreds of active suppliers and catalogues of tens of thousands of SKUs, this kind of manual process creates serious bottlenecks. Ops teams routinely spend over half their time on data wrangling — leaving little capacity for catalogue improvement or new supplier activation.

The pain points are consistent across the industry: suppliers submitting data in formats that don't match the template, mandatory attributes left blank with no guidance on what's needed, no visibility into where each supplier is in the process, and no systematic way to track data quality over time. Every rejection means another email, another wait, another delayed listing.

The solution

SKULaunch's Schema Design onboarding package was used to build category-specific attribute schemas across product ranges. Each schema included clear field descriptions, valid value lists, and completeness rules — replacing the ambiguity of spreadsheet templates with a guided, browser-based experience that made it obvious what was needed and why.

Bowens' existing taxonomy was kept in place. Rather than reworking how products were classified, the team focused on structuring the data that sat beneath it — ensuring every category had a well-defined schema that suppliers could work against from day one.

AI-powered data extraction was enabled for suppliers who preferred to submit their existing product sheets, catalogues, and PDFs. SKULaunch automatically maps values to the right schema fields and flags anything that needs human review — dramatically reducing friction for suppliers with existing structured data that simply wasn't formatted to the required standard.