Small manufacturers use AI for quotes, product content, support and the paperwork around production. 8 of the 12 cases include reported numbers.
12 use cases
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A pool-care brand created an AI 'pool expert' that shoppers and store staff can ask questions in the shop aisle, turning in-store moments into guided sales.
Hy-Clor
A UK maker of bikepacking equipment sells worldwide but has a small team in one time zone. An AI agent answers fitting and product questions around the clock.
Tailfin · UK
A New Zealand wet-weather gear maker deployed AI across channels with two kinds of bots: one solving customer problems and one helping shoppers buy.
Stormline · New Zealand
A Nevada salvage business needed a numbering system for over a thousand items. With ChatGPT it designed one in an afternoon instead of weeks, and it also uses AI to troubleshoot equipment.
Reno Salvage · US
The co-president of a metal-fabrication company used AI to turn a scan of a seven-year-old paper shipping document into an editable Excel file.
Wyoming Machine · US
A Nevada builder of carbon fibre expedition vehicles uses AI to compile technical documents, reformat files, summarise financial spreadsheets, query inventory and turn voice notes into …
TruckHouse · US
A Norwegian manufacturer of custom steel-and-glass doors set up an AI chat agent that understands questions about custom doors and interiors and answers from the company's knowledge …
Dominius AS · Norway
A truck-bed storage maker collects thousands of chats, emails and calls each month and uses AI to sift them for product and process improvements.
DECKED · US
The salvage business uses ChatGPT to work through equipment problems step by step, describing symptoms and getting likely causes and checks to try.
Reno Salvage · US
A Coachella Valley skincare founder uses ChatGPT to help source ingredients, which matters when tariffs and inflation push costs up.
JustUs · US
An Ohio manufacturer uses AI in every department: the supply-chain team finds and qualifies vendors, sales researches competitors, finance writes reports and grant applications, and HR …
Alloy Precision Technologies · US
A precision-equipment maker uses AI that searches through its top engineers' emails to help staff give highly technical support, so the engineers can focus on new products.
PolyScience · US
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