Accelerator 05 · Retail & e-commerce
Catalogue enrichment + shopping assistant
Turns raw supplier data into complete product listings and answers shopper questions from the same product facts.
The problem
- Supplier sheets arrive with missing attributes, inconsistent units and copy that cannot go live.
- Listings without filters-ready attributes do not show up in faceted search.
- Shopper questions on product pages go unanswered or get generic replies.
What it does
- Normalises raw data into title, bullets, description and filter attributes in your taxonomy.
- Flags missing or conflicting facts for the category team instead of guessing.
- Answers shopper questions only from listed facts and says when it does not know.
Paste raw supplier data and get a clean listing, attributes and answers to a shopper's question.
Live demo: Catalogue enrichment + shopping assistant
Synthetic data only · nothing you type is stored
Output
Product title, bullets, attributes JSON, missing data flags and a shopper answer.
The demo first calls the Surge in-house AI server and falls back to a hosted open-source model if it is busy. The badge on the output shows which one answered. Limited to a few runs per visitor per day.
How it integrates
In your deployment the accelerator runs inside your environment, behind your single sign-on, and is connected to the systems below. You choose the hosting and the model.
Systems and APIs
- PIM / catalogue API
- Commerce platform product API
- Site search index
- Chat widget on product pages
Data we need for a pilot
- Category taxonomy and attribute list
- 200 raw supplier rows with their final approved listings
Where it runs
- Cloud or on-prem; batch enrichment can run overnight on the client's GPU server
Open-source models we start with
- Qwen3-class or Gemma-class 8B–14B instruct model for copy
- Multilingual model for Indian-language listings
Walkthrough
A short recorded walkthrough of the catalogue enrichment + shopping assistant: the input, the output and how a reviewer uses it.
Next accelerator: Maintenance copilot →Walkthrough video coming soon
We are recording a short walkthrough of this accelerator. Meanwhile, run the live demo above or book a working session.
Run the retail & e-commerce accelerator on your data
In a working session we map it to your process, systems and rules, and agree what a pilot must prove before it goes live.