{"id":941,"date":"2026-04-09T09:20:45","date_gmt":"2026-04-09T09:20:45","guid":{"rendered":"https:\/\/srini.ee\/?post_type=case&p=941"},"modified":"2026-05-27T12:18:19","modified_gmt":"2026-05-27T12:18:19","slug":"an-ai-enhanced-webshop-and-warehouse-stack-for-a-food-waste-fighter","status":"publish","type":"case","link":"https:\/\/srini.ee\/en\/case-studies\/an-ai-enhanced-webshop-and-warehouse-stack-for-a-food-waste-fighter\/","title":{"rendered":"An AI-enhanced\u00a0webshop\u00a0and warehouse stack for a food-waste fighter\u00a0"},"content":{"rendered":"
\r\n

Sumena<\/span>\u00a0is an Estonian impact retailer fighting food waste by selling near-expiry, damaged-packaging, and discontinued groceries at 30\u201380% off,\u00a0<\/span>operating<\/span>\u00a0an online shop and six physical sto<\/span>res<\/span>.<\/span><\/span>\u00a0<\/span><\/h3>\n<\/div>\r\n\r\n\n\n\r\n
\r\n
\r\n
Traffic after rebrand<\/dt>\r\n
2x growth<\/dd>\r\n <\/dl>\r\n
\r\n
Revenue<\/dt>\r\n
2x month-on-month<\/dd>\r\n <\/dl>\r\n <\/div>\n\n
\r\n

Challenge\u00a0<\/strong><\/p>\n

Sumena’s product\u00a0mix changes daily \u2014 different suppliers, different expiry dates, different stock levels \u2014 and manual customer support,\u00a0pricing, and stock planning created delays, inaccurate forecasts, and\u00a0missed sales as the business grew.<\/span>\u00a0<\/span><\/p>\n

Solution\u00a0<\/strong><\/p>\n

    \n
  • Responsive\u00a0webshop.\u00a0<\/span><\/b>Modern e-commerce front end built to handle the rapid product turnover that comes with near-expiry inventory.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n
      \n
    • Intelligent sourcing module.\u00a0<\/span><\/b>Forecasts future stock needs and estimates sourcing costs based on seasonality, trends, and supplier\u00a0behavior.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n
        \n
      • Warehouse management system.\u00a0<\/span><\/b>Connects sourcing, stock, and\u00a0storefront\u00a0so the team sees the same picture across channels.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n
          \n
        • AI-driven chatbot.\u00a0<\/span><\/b>24\/7 customer support that understands user queries and guides purchases.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n
            \n
          • ML on browsing and\u00a0purchase\u00a0data.\u00a0<\/span><\/b>Predicts product popularity and supports pricing decisions, reducing both overstock and stockouts.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n<\/div>\r\n\r\n\n\n\n
            \n
            \n\t
              \n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\n\t\t\t\t\tAI<\/span>\n\t\t\t\t<\/span>\n\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\n\t\t\t\t\tBackend<\/span>\n\t\t\t\t<\/span>\n\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\n\t\t\t\t\tPHP<\/span>\n\t\t\t\t<\/span>\n\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\n\t\t\t\t\tSelf-Service<\/span>\n\t\t\t\t<\/span>\n\t\t\t<\/li>\n\t\t\t\t\t\t\t\t
            • \n\t\t\t\t\n\t\t\t\t\tUX<\/span>\n\t\t\t\t<\/span>\n\t\t\t<\/li>\n\t\t\t<\/ul>\n\t<\/div>\n<\/div>\n\n\n\n
              \n
              \"\"<\/figure>\n\n\n\n
              \"\"<\/figure>\n<\/figure>\n\n\n
              \r\n

              Result\u00a0<\/strong><\/p>\n

                \n
              • Traffic doubled after the rebrand and new\u00a0webshop\u00a0launch.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n
                  \n
                • Revenue grew 2\u00d7 month-on-month following the relaunch.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n
                    \n
                  • Manual customer support workload reduced through 24\/7 AI handling of common queries.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n
                      \n
                    • Pricing and stock decisions are now data-driven rather than gut-driven.<\/span>\u00a0<\/span><\/li>\n<\/ul>\n

                       <\/p>\n

                      Key takeaway\u00a0<\/strong><\/p>\n

                      A small impact retailer\u00a0doesn’t\u00a0need a Silicon Valley budget to get AI-enhanced e-commerce \u2014 it needs the right modules in the right places.<\/span>\u00a0<\/span><\/p>\n<\/div>\r\n\r\n\n\n\n

                      \"\"<\/figure>\n\n\n","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":1240,"template":"","case_category":[9,33,37,32,15],"industry":[29],"class_list":["post-941","case","type-case","status-publish","has-post-thumbnail","hentry","case_category-ai","case_category-backend","case_category-php","case_category-self-service","case_category-ux","industry-e-commerce"],"acf":[],"yoast_head":"\nAn AI-enhanced\u00a0webshop\u00a0and warehouse stack for a food-waste fighter\u00a0 \u2013 SRINI Case Study<\/title>\n<meta name=\"description\" content=\"Case Study: AI-Powered Webshop and Warehouse Platform for Sumena.ee \u2013 A SRINI case study in AI-powered software development.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/srini.ee\/en\/case-studies\/an-ai-enhanced-webshop-and-warehouse-stack-for-a-food-waste-fighter\/\" \/>\n<meta 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