Automated Replenishment Reports Saved 120+ Hours Monthly
Cutting analysis time from days to minutes — boosting in-stock rates across Walmart Canada.
While at P&G Canada, Arturo automated replenishment reporting for Walmart, replacing manual weekly reviews with company-wide POS and inventory dashboards. Analysts went from spending 3 days on SKU-store reviews to acting on insights in minutes — saving over 120 hours monthly and raising in-stock rates portfolio-wide.
The Challenge
Replenishment analysts spent 3 days each week manually reviewing SKU-store fill rates. By the time issues were identified, it was often too late to act.
Our Approach
Automated Retail Link extracts with scripts, built logic to detect phantom inventory, and generated Monday-ready dashboards for each analyst.
The Outcome
120+ analyst hours saved monthly, +1% in-stock rate across Walmart Canada, analysts empowered to act earlier each week.
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