Autonomous agent producing pricing decisions for 14k SKUs with +12% margin uplift.
9 weeks · 2025 · Squad of 4
+12%
Gross margin uplift
14k
SKUs managed
<4h
Reaction time to competitor changes
9 wks
Time to production
Pricing team of 4 was manually updating 14,000 SKU prices weekly, spending 60% of their time on data collection rather than analysis. Competitive price changes were reacted to 3–5 days late.
We built a multi-step pricing agent that collects competitor prices, inventory levels, and demand signals; generates pricing proposals with reasoning; and routes high-risk changes to human approval before execution.
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