Industries

Retail & Fashion E-Commerce

Help shoppers find what they saw, answer them at any hour, and keep every lead in one simple CRM.

Sector challenges

  • Shoppers cannot describe a style in a keyword search
  • Enquiries arrive around the clock across several channels
  • Large catalogs hide products that would sell if they were seen
  • Sales conversations are not recorded anywhere useful

Recommended stack

  • Shopify Plus
  • Computer vision
  • Vector search
  • WhatsApp Business API
  • Next.js

A typical architecture

Retail & Fashion E-Commerce architectureCustomer photoVisual searchAI sales agentMini-CRMYour sales team
Retail & Fashion E-Commerce architecture: Customer photo, then Visual search, then AI sales agent, then Mini-CRM, then Your sales team.

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