Case Study: AI-Powered Webshop and Warehouse Platform for Sumena.ee

Client overview

Sumena is an innovative Estonian impact-company and retail startup dedicated to reducing food waste while providing consumers with significantly discounted groceries.

Sumena’s primary goal is to fight food waste. They purchase high-quality products from manufacturers and wholesalers that are nearing their “Best Before” date, have damaged packaging, or are being discontinued. By selling these items at 30–80% discounts, they prevent perfectly edible food from ending up in landfills.

Beside e-shop they have 6 physical shops in Estonia.

  • AI
  • Backend
  • PHP
  • Self-Service
  • UX

Problem:

  • Sumena.ee needed a modern e-commerce solution that could keep up with growing customer demands
  • Manage warehouse operations efficiently, and optimize product sourcing

The manual approach to customer support, pricing decisions, and stock planning created inefficiencies, delayed responses, and missed sales opportunities due to inaccurate demand forecasting.

Solution:

  • SRINI developed a comprehensive AI-enhanced platform for Sumena.ee, integrating a responsive webshop, an intelligent sourcing module, and a warehouse management system.
  • The webshop was equipped with an AI-driven chatbot for 24/7 customer support, capable of understanding user queries and guiding purchases. Machine learning models were implemented to analyze browsing and purchase data, enabling smart predictions about product popularity and optimal pricing strategies.
  • The platform also uses AI to forecast future stock needs and estimate sourcing costs based on seasonality, trends, and supplier behavior.

Result:

  • The platform streamlined financial operations, and with added AI tools, could improve approval accuracy, customer satisfaction, and risk mitigation over time.
After rebranding and new webshop the traffic increased
2x
Revenue increased
2x MoM

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What Clients say

Working with SRINI has been a consistently positive experience for our team at Bondora. When we first engaged them, we needed a development partner who could hit the ground running in a complex, regulated fintech environment — and SRINI delivered exactly that.

SRINI has been an essential technology partner for Modena from day one. Their team truly understands the fintech landscape and consistently delivers reliable, scalable solutions that keep our installment payment platform running smoothly. What we value most is their ownership mindset — they don't just execute tasks, they think alongside us.

SRINI helped us build the tech backbone that makes food rescue retail actually work at scale. From inventory systems to our customer-facing platform, they understood that speed and reliability aren't optional when you're dealing with perishable goods and tight margins. A partner who gets both the mission and the mechanics.

Our partnership with SRINI goes beyond a typical vendor relationship. As a strategic investment and development partner, SRINI has consistently proven that they deliver on their commitments — both technically and commercially. They bring structure, transparency, and genuine expertise to every project we co-develop. It's rare to find a software company that thinks like a business partner, not just a service provider.