Industry depth
AQL sampling, GB/T 1335 sizing, GB 18401 compliance and SAM timing are built in as tools; every knowledge-base entry carries its source, so conclusions trace back to standards and data.
Gtstitch · See how one conversation runs the whole development chain
From design intent to production-ready.
An AI Agent workbench for the textile & apparel industry — in one conversation it takes a garment from design intent to a production-ready tech pack. Each step passes its output fields straight to the next, and every conclusion traces back to a standard and a source.
Private deployment · data stays on-premise Local models supported (Ollama) Compatible with upstream DSH plugin ecosystem
Why Gtstitch
Six obsessions, born for textiles & apparel
Not an industry skin on a generic tool — full-stack depth, from standards and data to workflows, is the line between this workbench and every general-purpose agent.
120Domain tools
54End-to-end workflows
33Digital employees
6359Knowledge entries
Data sovereignty
Private deployment — data never leaves your premises; patterns, processes and costs stay confidential. Local models (Ollama) supported, so sensitive styles can run fully offline.
Orchestrate, not replace
An intelligent orchestration layer that connects your PLM / ERP / 3D design software instead of replacing it — lightweight, zero implementation, coexisting with existing systems.
End-to-end workflows
From design intent to a production-ready tech pack: workflow templates chain the domain tools together — pick one and run.
Digital employees
Pattern makers, designers, merchandisers and IE engineers each come with their toolset pre-installed — switch by role and speak the trade.
Auditable trust
Every output traces to the standard and data source it cites; every digital employee has explicit permission boundaries. Auditable, therefore trustworthy.
Featured workflows
Pick a pre-wired chain and run it
Each template is an already-orchestrated tool sequence — state your need and the rest relays automatically. The full list syncs live with the product registry.
Tech pack export in 5 steps
Design & pattern → Grading → Fabric spec → Tech pack assembly → Three-format export
tech-pack-exportFull product development in 8 steps
Design & pattern → Grading → Fabric spec → Costing → Tech pack assembly → SAM baseline lookup → IE line balancing → Export tech pack
full-product-developmentShirt full-chain development
Design & pattern → Piece pattern drafting → Grading → Fabric spec → Costing → Tech pack assembly → Preview
shirt-development
Digital employees
Switch by role and the tool surface follows
Each digital employee ships with the tools its role uses most — no need to pick tools yourself.
Next step: hand it your first garment
The web app is ready right after registration; the desktop app works out of the box and offline; when you scale up, private deployment keeps your core materials on-premise.