AI-Powered Ethnic Grocery Platform with Smart Search
An end-to-end grocery and errand ecosystem with AI-driven discovery, intelligent pricing, and a multi-app platform, enabling operational efficiency and international expansion.
Outcome Snapshot
25%
Increase in operational efficiency driven by AI-powered search and workflow automation
25,000+
SKUs with structured product discovery
Multi-region
Platform expanded to Germany
Streamlined
Operations with unified workflows
Client
A UK-based ethnic grocery and errand delivery platform offering 25,000+ region-specific products, along with pick-and-drop services across the city. The platform has expanded its footprint beyond London into Germany.
Challenge
The platform needed to transition from a basic marketplace into a scalable, intelligent errand ecosystem. Key gaps included:
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Inefficient product discovery across a large, diverse catalogue
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Lack of structured tagging for ethnicity-specific items
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Operational complexity across vendors, delivery partners, and admins
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Need for a flexible system to support multiple delivery use cases
Objectives
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Deliver a 25,000+ item ethnic grocery catalogue
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Build a scalable platform supporting groceries, medicines, and general deliveries
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Enable AI-driven, natural-language search for faster product discovery
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Create an ethnicity-aware tagging system to improve relevance
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Develop a dynamic pricing engine for optimised recommendations
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Implement a robust, city-wide logistics system
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Ensure platform readiness for multi-region expansion
What We Built
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End-to-end multi-app ecosystem: Dedicated apps for customers, vendors, delivery partners, and admins, along with internal dashboards and reports
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AI-powered ethnicity-specific tagging: Built a product intelligence pipeline where AI generates tag words, synonyms, and contextual mappings, making highly specific products easily discoverable
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Semantic search with Elasticsearch: Integrated AI tagging with search infrastructure to enable faster, more relevant, and multilingual search
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Intelligent pricing engine: Algorithms evaluate vendor pricing and user behaviour to surface cost-effective options
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Flexible delivery workflows: “Make a List” and “Pick & Drop” features supporting diverse errand and delivery use cases
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Scalable cloud-native backend: Designed to handle growing order volumes and support seamless onboarding of new regions
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Germany expansion support: Delivered the core London platform end-to-end and extended the architecture to support rollout and ongoing development for Germany.
Impact
25%
improvement in operational efficiency through AI-led automation and smarter search
Faster
and more relevant product discovery, improving user engagement and conversions
Reduced
operational complexity across vendors and delivery workflows
Enabled
smooth expansion into Germany with minimal architectural changes
Build Facts
Platform
Ionic
React (Web)
Node.js + Express
Elasticsearch + OpenAI Tagging
AWS Cloud Infrastructure
Focus
AI-driven search and tagging
multi-app ecosystem
intelligent pricing engine
seamless UX across platforms
Let’s talk, no strings attached.
