Built for garment
Purpose-built for apparel production — domain depth, not generic automation, is what makes agents trustworthy on the sewing floor.
Agentic AI for
garment manufacturing.
Refmi Fabric is an agentic-AI platform for garment & textile manufacturing. It threads intelligence through the work you already do — reading the order, reconciling every step from booking to delivery, marking risk in real time and pairing AI with the people on the floor. The machine reflects, reconciles and warns; your team holds the cloth. Reflect, not replace.
1
Industry layer
Garment
First focus
4
AI Agents
1
Source of truth
agentic AI for garment manufacturing
booking → delivery
a layer on your ERP
Reflect, not replace
1 source of truth
What Refmi Fabric does
Intelligence threaded
into how garments are made.
Refmi Fabric is an agentic-AI platform built for garment & textile manufacturing. It brings autonomy to the factory floor without taking the final decision out of human hands — running the order lifecycle on top of the ERP you already use.
A layer on your ERP
An agentic-AI layer on top of the ERP you already run — no rip-and-replace, plugged in via API or connector.
Reflect, not replace
AI reflects, reconciles and warns; the final pull of the thread is always a person's. Agents escalate to people — never around them.
One source of truth
Every order, document and decision shares one structured backbone, so what happens on one line is visible across the whole plant.
The shift · record → reasoning
From a system of record
to a system of reasoning.
Your ERP records what happened; Refmi Fabric reasons about what to do next. Garment & textile manufacturing spans booking, documents, planning, sourcing, production, quality, trade docs and delivery — eight department layers Refmi Fabric maps onto one continuous thread.
01Bookingorder intake
02DocumentsOCR tech packs
03Planningline allocation
04Sourcingdemand & lead time
05Productionoutput & balance
06Qualityvision & SMV
07Trade docsBL · INV · PL
08Deliveryon-time, traceable
The 4 AI agents · at a glance
Four agents on the order,
booking to delivery.
Refmi Fabric runs the garment order lifecycle on four AI agents — each reads your live data, acts within its lane and waits for a person to commit the stitch. The deep breakdown, architecture and case studies live on the solution page.
Pieced on the floorFour AI agents · one source of truth · people in command
Planning Assistant
Suggests line allocation by capacity and flags plan deviations early. +10–20% output stability
AI Vision on the floor
Counts hourly output and detects sewing defects on live camera feeds. real-time · 0 hrs delay
OCR & Validation
Reads and cross-checks PO, Invoice, Packing List and BL across 8 doc types. 5 sec per document set
Warehouse & Sourcing
Computes demand against BOM, plan and stock with lead-time risk alerts. −80% manual review
In production
Running on the floor at Nha Be Garment (NBC) — standardizing 118 end-to-end steps toward an autonomous garment factory.
In production · NBC118 steps, sewn end to end
Humane AI · our principles
Autonomy with
a person on the pull.
Refmi Fabric is built to serve the people on the floor. Three commitments hold every stitch together.
Safe by design
Agents act within their lane and escalate critical calls to a person — never around them. When risk spikes, it surfaces early.
Traceable to source
Every suggestion is traceable to its live data source, on one source of truth — so a person can always see why, and decide.
People in command
AI reflects and reconciles; the final pull of the thread is always human. Reflect, not replace.
AI reflects, reconciles and warns — the final pull of the thread is always yours.The Refmi principle
Bring agentic AI to your floor.
Book a demo and watch Refmi Fabric thread a real garment order — booking to delivery, your team committing every stitch.