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Retail & Consumer Goods

Personalization engines, dynamic pricing, inventory intelligence, and customer service automation across high-volume consumer environments.

Retail margins live or die on personalization, pricing, and inventory decisions made in real time, at a scale no team can manage by hand. We build the AI systems that make those decisions well, across millions of customers and SKUs at once.

What we do for clients

  • Personalization and recommendation — Recommendations tuned to real purchase behavior, not just browsing history
  • Dynamic pricing optimization — Pricing that responds to demand, inventory, and competitor signals in real time
  • Demand-driven inventory management — Forecasting that reduces both stockouts and excess carrying costs
  • Automated customer service at scale — AI support that resolves routine requests and escalates the rest cleanly
  • Customer lifetime value modeling — Identifying your highest-value segments early
  • Returns and fraud pattern detection — Spotting abuse in returns and promotions before it scales

Where we fit best

We work best with retailers and consumer brands with meaningful transaction volume and a real personalization or pricing gap costing measurable revenue today.