oMesh AI Marketplace
A full-stack AI marketplace for markets where Amazon isn't present — semantic vector search, 3D product view, real-time GPS delivery and multi-vendor support.
Case Study
AI marketplace with search, sellers, delivery and real-time operations
oMesh shows how an app idea becomes a complete platform product: buyer app, seller logic, AI search, product data, payments, delivery and operational dashboards.
Starting point
In markets without strong e-commerce infrastructure, a normal shop is not enough. Seller onboarding, search, trust, delivery and local payment logic are needed.
Technical challenge
The app had to connect product data, semantic search, 3D views, seller dashboards, delivery status and payments in one mobile product.
Implementation
We built the platform modularly: buyer app, seller features, AI search, GPS delivery, payments, push and operations systems work together.
Value for similar projects
The building blocks fit marketplaces, delivery platforms, local merchant networks, B2B portals and apps with many products, roles or locations.
Reusable building blocks for new clients
A marketplace is complex. The valuable reusable pieces are clear: search, roles, products, admin, payments, status, push and analytics.
What We Built
Features in Detail
AI Vector Search
Semantic search with Weaviate + Nomic Embeddings (768-dim). Natural language product search without classic keywords.
3D Product Viewer
Interactive 3D viewer with auto-rotate, touch gestures and camera control — gives customers a real product feel before buying.
oMesh Lightning
Real-time GPS tracking of driver, fulfillment center and customer via WebSockets. Customers see their order moving live on the map.
Multi-Vendor
177+ active sellers with own dashboards, AI-generated product descriptions, camera-based photo upload and demand forecasting.
7+ Payment Methods
Credit card (BAC 3D Secure), cash on delivery, bank transfer, crypto token — covering every customer segment.
AI Chatbot
LangChain + GPT-4o-mini agent with persistent memory. Customers chat for product search, order status and recommendations.
OTA Updates
Over-the-air updates with RSA code signing and gradual rollouts — new features without App Store review delays.
Voice Search
Speech-to-Text for hands-free product search and Text-to-Speech for audio feedback — fully integrated into the native app.
Screenshots
iPhone 17 Pro Simulator
Tech Stack
We build you your own marketplace — AI search, delivery, multi-vendor. One codebase for iOS & Android.
Next step
Check whether a business app makes economic sense
Send your audience, app idea and current distribution channel. tex8 checks whether an app makes sense and what version 1 should really include.
