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Refmi Fabric · agentic AI for garment manufacturing

Agentic AI for
garment manufacturing.

Refmi Fabric is an agentic-AI platform for garment & textile factories. It reads your order, reconciles every step from booking to delivery, marks risk in real time and acts — sitting on top of the ERP you already run. Our motto: Reflect, not replace. The AI reflects the floor; your people stay in command and decide.

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−80%
Manual review time
+10–20%
Output stability
35
Standardized business steps
1 SoT
Single Source of Truth
Powered by OpenAI · Claude · Azure Data Factory · Computer Vision · Plug-in on SAP · Oracle · Odoo · LeanERP · EStyle · 
The shift

From a system of record
to a system of reasoning.

Your ERP records what happened. Refmi Fabric reasons about what to do next — reading the order, reconciling Sales, IE, Warehouse and Production against one source of truth, then flagging the risk before it hits the line. The same agentic layer, proven on a real garment floor.

Principle 01

Built for garment

Deep domain logic for sewing lines, tech-packs and trade docs — not a generic chatbot bolted onto software.

Principle 02

A layer on your ERP

No rip-and-replace. Refmi Fabric plugs in on top of SAP, Oracle, Odoo and local systems as an independent AI layer.

Principle 03

Reflect, not replace

The AI reflects the floor and proposes the next move; your people stay in command and decide.

Principle 04

One source of truth

Sales, Technical, IE, Warehouse, Production and Import-Export read the same data backbone, end to end.

4 AI Agents

Four agents that read, reconcile and act.

Each agent owns a stretch of the booking-to-delivery flow. See how they read, act and leave you the decision on the Solutions page.

Agentic AI · live Modern garment factory floor with a subtle AI overlay across the production lines
AI agents on the floor 4 One source of truth · people in command

AI Planning

Rebalances the line — +10–20% output stability.

AI Vision

Counts output & catches defects, 0 hrs delay.

AI OCR & Validation

8 trade-doc types in ~5 sec per set.

AI Warehouse & Sourcing

Plans demand & layout — −80% manual review.

See the 4 agents in depth
Our focus · garment & textile

Built where the
data hurts most — the floor.

Garment & textile manufacturing is what Refmi Fabric is built for. It connects the full span — from the first booking to the final delivery doc — into one data backbone, with domain depth proven on real production lines.

Macro weave of fabric shifting from blue to teal with a single green data thread running through it One continuous fabric of data — booking to delivery
Where the data hurts most Built for
the floor. One backbone — Sales, IE, Warehouse, Production, Import-Export.
Scope
1 flow

Booking → delivery on a single data backbone — Sales, Technical, IE, Warehouse, Production, Import-Export and Accounting reading the same truth.

Depth
8

Department layers connected — domain logic learned on the real garment floor, not borrowed from a template.

Backbone
35

Standardized business steps — one state machine, one BOM version, one Single Source of Truth end to end.

Refmi Fabric · at a glance

The numbers behind
a thinking factory.

Refmi Fabric is the agentic-AI layer for garment & textile manufacturing — booking to delivery, on top of your ERP. The deep architecture, the 4 AI Agents and the field cases live on the Solutions page.

−80%
Manual review time
+10–20%
Output stability
35
Standardized business steps
1 SoT
Single Source of Truth
See the full solution
In production

Proven on the floor at Nha Be Garment (NBC).

Not a slide deck — Refmi Fabric runs in production at Nha Be Garment (NBC), live on a real garment floor, with every figure measured on the line.

Live in production Real sewing line at Nha Be Garment with an operator and a green quality-check indicator in production
On the floor at NBC Measured on
the line. Nha Be Garment — every figure proven in real production.
Stability
+10–20%

Output stability gain on the NBC floor — real-time counting and line balancing.

Efficiency
−50–70%

IE operation time, as Industrial Engineering work is digitized into the backbone.

Scale
118

End-to-end process steps standardized — sample-making to production, one flow.

Humane AI

AI that earns trust
on the floor.

Refmi Fabric holds to three commitments — because the floor is where people work, and Reflect, not replace is more than a motto.

Safety

AI proposes; people decide. No silent automation of decisions that touch jobs, quality or money.

Transparency

Every suggestion comes with its grounding and confidence — auditable, explainable, never a black box.

Responsibility

We deploy on top of what you own, with a clear audit log — and we stand behind the real numbers.

Bring agentic AI to your floor.

Book a demo and we'll map your current garment process and show how Refmi Fabric plugs in, with a POC report in 4 weeks. Reflect, not replace.

Book a demo > inspect the case