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Live Production System / Proof-of-Confidence Lab

Nagelista — AI-Assisted Personalized E-Commerce Workflow

Uses customer photos and AI-assisted analysis to support product personalization, order flow, customer communication, and operational automation.

Challenge

Personalized physical products need a workflow that captures customer intent (photos, preferences, sizing), turns it into a precise order, and keeps production, fulfilment, and customer communication aligned — without manual coordination on every order.

Solution

We built and operate a live e-commerce workflow where customer photos and preferences feed an AI-assisted analysis step, structured orders flow into production and logistics, and customer communication, CRM, and operational automation run on the same backend.

Business value

  • Photo-assisted personalization without manual back-and-forth per order
  • One backend connects intake, production, fulfilment, and communication
  • Live proof that we ship and operate real customer-facing systems

Technologies

  • E-Commerce AI
  • Personalization
  • Image-assisted Workflow
  • Operations
  • Python
  • PostgreSQL
  • CRM Integration

Relevant roles

  • Python Backend Engineer
  • AI Integration Engineer
  • Full-Stack Engineer

Next step

Discuss a similar project

We can adapt this pattern to your systems and provide the engineers to build it. Reach us at info@inovativi.com.