AI Solution
AI for E-commerce Businesses
E-commerce brands sit on thousands of reviews and mountains of catalog data they can't read fast enough. We build AI systems — including fine-tuned models — that predict ratings and sentiment, route negative feedback for fast response, and turn review archives into structured product and competitive intelligence.
97%
Within ±1 star
100%
Structured output
83%
Sentiment accuracy
Who we work with
E-commerce & DTC brands
Marketplace sellers
Grocery & food brands
Product & CX teams
The challenges
- Thousands of reviews can't be read manually
- Negative feedback is caught too late
- Generic AI outputs aren't consistent enough to automate
- Product teams lack structured insight from feedback
How we solve them
- Review Intelligence
Fine-tuned models predict exact star ratings and sentiment with parseable, automation-ready output.
- Automated Triage
Rules-based routing surfaces high-risk feedback to the right team first.
- Product & Listing Insights
Aggregation workflows roll up themes, listing gaps, and competitive signals.
- Catalog Automation
Batch pipelines process entire catalogs and feed downstream systems.
