Technology & System Architecture
Iwant2customize.ai is built on a modular, AI-first architecture designed to handle complex customization workflows at scale. The system combines real-time intelligence, structured data pipelines, and seamless commerce integration.
System Architecture
The platform integrates multiple layers including frontend interaction, backend orchestration, AI processing, and commerce services. Each component works together to enable real-time, intelligent product customization.
Provides a conversational interface where users interact naturally.
Manages APIs, business logic, and workflow orchestration.
Understands user intent and generates contextual responses.
Enables semantic search using embeddings.
Handles cart creation and checkout seamlessly.
Ensures real-time synchronization of product data.
Workflow
Product Sync & Data Pipeline
To maintain real-time accuracy, the system uses Shopify Webhooks to automatically sync product data and prepare it for intelligent search.
Key Benefit: Fully automated pipeline eliminates manual data handling and ensures accuracy.
RAG (Retrieval-Augmented Generation)
The system uses RAG architecture to combine semantic search with AI generation, enabling highly relevant and context-aware responses.
Key Advantage: Moves beyond keyword search to true intent-based recommendations.
Product Filtering Logic
A structured tagging system ensures that base products and customization services are intelligently linked during user interaction.
- cppp:base → Base products
- cppp:designing → Customization services
- cppp-type:BASE_PRODUCT_TYPE → Mapping layer
- Fetch only relevant products
- Identify base product
- Link customization options dynamically
Result: Seamless connection between products and services.
Customization Flow
The platform enables users to build customized products interactively through a guided conversational flow.
Key Highlight: Entire experience happens within a single conversational session.
Cart & Checkout Flow
The platform integrates directly with Shopify to ensure a seamless and uninterrupted checkout experience.
- Supports multiple products
- Real-time cart updates
- Seamless integration
Session Management
User sessions are tracked to enable personalization, improve experience continuity, and support long-term engagement.
- Revisit past customizations
- Personalized recommendations
- Improved retention