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Getting Started with Niche Studio AI

A first-run walkthrough of Niche Studio AI: brand kit, your first AI-generated design, and where each production step lives.

Updated January 8, 20266 min read

What Niche Studio AI does

Niche Studio AI is a browser-based apparel design studio that runs the full path from a written concept to a manufacturer-ready spec: AI-generated 3D garments, a 2D pattern editor with seam allowance and notches, XPBD cloth simulation, fabric libraries built on measured U3M and Vizoo data, non-linear grading, marker nesting, DXF/SVG export, tech packs, a lightweight PLM, and manufacturer sourcing.

Every stage reads from the same project, so a fabric chosen in the fabric library is the fabric that drives the simulation, and the pattern that comes out of flattening is the pattern that appears in the tech pack's construction pages.

Create your first project

  1. Set up a brand kit: logo, 2–4 brand colors, and a display typeface. This gets reused automatically across renders and tech packs.
  2. Open the AI Chat Designer and describe a garment: silhouette, fabric weight in GSM, color, and any construction details you already know.
  3. Review the generated design tree and adjust individual parts (hood, sleeve, pocket, logo) instead of regenerating the whole garment.
  4. Assign a measured fabric from the fabric library, then run a cloth simulation to check drape and fit before doing any pattern work.
  5. Flatten the 3D design into 2D pattern pieces with seam allowance, grade a size run, and generate a tech pack.

Where each step lives

StepModuleProduces
ConceptConcept StudioMood board, brief, rough silhouette
DesignAI Chat Designer / Studio Projects3D design tree with editable parts
MaterialsFabric Library / Color StudioAssigned fabric + colorways
FitDrape + PhysicsXPBD simulation, stretch/pressure/ease heatmaps
PatternsPattern Construct / Pattern Flatten2D pieces with seam allowance, DXF/SVG export
SizingGrading + MarkersGraded size run, nested markers
HandoverTech Packs / PLM HubTech pack PDF, BOM, sample tracking
SourcingManufacturingQuote requests, factory matching

Where to go next

If you have never used pattern-making software, start with the 2D pattern editor and seam allowance guides before touching grading. If you already have flat patterns from another tool, jump straight to DXF export and fabric libraries to bring your existing files in.