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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. Its AI interface can quote, order, analyze inventory, and coordinate customer work because it is grounded in live supplier catalogs, availability, pricing, and business rules. 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
  • AI-guided 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

Has your operation outgrown its software?

Show us the workflows, data, and constraints. We will help determine what the system should become and build it with the people who will use it.