Off/Script
AI to
Physical.
Role
Product Creation Lead
Timeline
2023 — 2025
Scale
100+ concepts made real
200+ manufacturing partners
Categories
Apparel · Accessories
Footwear · Home
Off/Script
Product Creation Lead
2023 — 2025
100+ concepts made real
200+ manufacturing partners
Apparel · Accessories
Footwear · Home
Was given the unique opportunity to lead the product creation team at Off/Script — the first AI-to-physical platform where creators designed products with AI and had them manufactured into reality. The work sat at the intersection of two worlds: generative design and physical manufacturing.
We scaled an international network of 200+ manufacturing partners — across apparel, accessories, footwear, and home goods — and integrated it directly into the platform's Machine Learning (ML) sourcing system. Every AI render became a constructability question: what could be made, by whom, at what cost, without losing the vision it was pre-sold on.
An AI-to-market platform built so creators could design, pre-sell, and manufacture physical products end-to-end.
Drag to reveal the physical product behind each AI render. Every concept had to survive a constructability review — material, geometry, cost, and the compromises required to preserve the original vision.
Translating AI-generated visuals into manufacturable specifications — patterns, samples, prototypes, and material development across categories.
Sourcing trips through China and trade shows in Paris and beyond — auditing factories, vetting partners, and building the manufacturing network that powered the platform.
Selected works across apparel, accessories, footwear, and home goods — all manufactured from creator-led AI designs.
Off/Script recognized for innovation in AI-to-physical product development, bridging generative design and consumer manufacturing.
Each translated from a creator's AI render into a manufactured product, balancing constructability, cost, and the original design intent.
A manufacturing network, embedded into the platform's Machine Learning sourcing layer to automate routing by expertise. An integration that turned sourcing from a bottleneck into automation.