An AI-enhanced webshop and warehouse stack for a food-waste fighter · Sumena case study · SRINI
Sumena

An AI-enhanced webshop and warehouse stack for a food-waste fighter

Sumena is an Estonian social-impact retailer fighting food waste by selling short-dated, damaged-packaging and discontinued food products at 30–80% off. The company runs a webshop and six physical stores.

Sumena
2× growthTraffic after the rebrand
2× month on monthRevenue

Challenge

Sumena’s product range changes every day – different suppliers, different best-before dates, different stock levels. As the company grew, manual customer support, pricing and inventory planning led to delays, inaccurate forecasts and missed sales opportunities.

Solution

  • Responsive webshop. A modern e-commerce interface that copes with the fast turnover of short-dated goods.
  • Intelligent procurement module. Forecasts future stock needs and estimates procurement costs based on seasonality, trends and supplier behaviour.
  • Warehouse management system. Connects procurement, stock and the shop so the team sees the same picture across all channels.
  • AI-powered chatbot. Round-the-clock customer support that understands users’ questions and guides them through their purchase.
  • Machine learning on browsing and purchase data. Forecasts product popularity and supports pricing decisions, reducing both overstock and stock-outs.

Results

  • Traffic doubled after the rebrand and the launch of the new webshop.
  • Revenue grew 2× month on month after the relaunch.
  • The manual customer support workload fell, as AI answers common questions around the clock.
  • Pricing and inventory decisions are now data-driven rather than based on gut feeling.
Key takeawayA small social-impact retailer doesn’t need a Silicon Valley budget for AI-enhanced e-commerce – it needs the right modules in the right places.

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