Magic Onboarding Orchestrator

What problem does it solve?

Orchestrates an automated onboarding pipeline that converts a connected e-commerce store into business-ready assets (brand profile, RAG vectors, sales scripts, ROI projections, and visuals) to eliminate manual setup and accelerate time-to-first-sale.

Core Features & Use Cases

• Catalog Analysis: Downloads and analyzes Tienda Nube product catalogs to extract categories, price ranges, top products, and structural insights.
• Brand DNA Extraction: Uses IA agents to infer mission, vision, voice, values, color palette and typography vibe from product data.
• Knowledge Vectorization & RAG: Generates embeddings and stores vectors (e.g., Supabase + pgvector) to enable retrieval-augmented generation for support and sales assistants.
• Sales Scripts & ROI Projection: Produces sales copy (AIDA, PAS) and calculates projected ROI for merchandising and marketing decisions.
• Visual Generation & Compliance: Creates advertising visuals via Google Imagen 3 and validates outputs with a compliance guardian before persisting to business assets.
• Real-time Orchestration: Streams progress and logs over SSE using Redis pub/sub, runs as a background task, and saves artifacts to a business_assets table.

Quick Start

Run the Magic Onboarding for tenant 42 in full mode to analyze the catalog, extract brand DNA, vectorize knowledge, generate visuals, calculate ROI, and store generated assets.