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Case Study / Manufacturing & Print

Threadline

An AI-native operating system for the decorated apparel industry.

Threadline — AI-powered apparel quote generation

Custom apparel shops live across spreadsheets, supplier portals, email threads, and legacy shop software — quoting, ordering, and inventory all happen in different places, and none of them talk to each other.

We built Threadline to replace that sprawl with one intelligent system. Shops control quoting, ordering, inventory analysis, and customer workflows through a chatbot, while deep supplier integrations pipe live product catalogs, availability, pricing, and inventory straight into every quote. The whole workflow — from customer email to delivered order — runs through one platform.

What we built

  • AI-native SaaS platform built for the decorated apparel industry
  • Chatbot-driven quoting, ordering, inventory analysis, and customer workflows
  • Deep supplier integrations — live catalogs, availability, pricing, and inventory inside the quoting flow
  • Customer portal for artwork uploads, mockup approvals, and order tracking

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