FDE Case Studies
Focused on e-commerce, retail and manufacturing. Behind every case are weeks of FDEs working on site with the client.
E-commerce & Retail
4 casesGet found, get recommended, get converted: AI that grows brand visibility in search engines and AI assistants, and makes service and operations more efficient.
Manufacturing
5 casesOn the shop floor and across the supply chain, we turn veteran expertise, process documents and QC standards into AI capabilities that cut costs and raise quality.
Chinese Beauty Brand · Generative Engine Optimization (GEO)
Getting the brand recommended in AI assistants such as DeepSeek, Doubao, Kimi and ChatGPT — brand mention rate on core category questions rose from 8% to 46%.
Cross-border E-commerce Seller · AI-powered SEO Content Engineering
An AI-generation plus human-review pipeline optimized product pages, category pages and buying guides at scale — organic search traffic grew 180%.
Retail Chain · Omnichannel AI Customer Service
Covering pre-sales questions, order tracking and after-sales — 70% of conversations are resolved end-to-end by AI, absorbing 10x volume during peak sales.
Food E-commerce Brand · Niche Trend Discovery & Product Selection
Tracking niche demand and trending terms across social platforms and reviews in real time — trends spotted 5 days earlier on average, new-product hit rate up 35%.
Auto Parts Plant · Equipment Troubleshooting Assistant
Twenty years of maintenance records and equipment manuals in one assistant — frontline workers snap a photo to get a fix, and average downtime fell 40%.
Electronics Contract Manufacturer · AI Visual Defect Detection
Vision models on the line catch scratches, smudges and missing parts — escape rate below 0.3% with half the inspection headcount.
Equipment Manufacturer · Process Documents & SOP Assistant
More than ten thousand process cards, SOPs and engineering change notices became a conversational knowledge base — lookups went from 20 minutes to under 1.
Home Appliance Maker · Procurement & Supplier Assistant
Automatic quote comparison, contract clause review and delivery-risk alerts — procurement document throughput tripled.
Steel Producer · Safety Hazard Detection & Inspection Assistant
Camera feeds and inspection records flag hazards such as missing hard hats or unauthorized entry and generate corrective tickets automatically — time to close hazards down 60%.
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