The 'Brand Voice' Content Factory
A 4-week Proof of Concept showing how a RAG-based pipeline can turn raw product data into on-brand, SEO-aware descriptions — consistently and at scale.
Proof of Concept for a retail brand with a rapidly expanding inventory2025
72%
Editor approval rate
~8s
Seconds per SKU
200
SKUs processed in PoC
The Challenge
The Solution
Technology Stack
LangGraphQdrantAzure OpenAI (GPT-4o)Python
