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Agentic AI for garment manufacturing

Agentic AI for garment
manufacturing —
from booking to delivery.

Refmi Fabric is the agentic-AI platform for garment & textile manufacturing. It reads your order, reconciles every step, and flags risk in real time — woven on top of the ERP you already run, so your teams move from experience-based to data-based while people hold every decision. Reflect, not replace.

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The shift · 4 AI agents

From a system of record
to a system of reasoning.

Your ERP records what happened. Refmi Fabric reasons about what to do next. Four AI agents work across the garment order — each reads real data, acts within its lane, and hands the final call to a person.

refmi · 100% woven datacut to order ✂
BOLTA-2231 Modern garment factory floor with a subtle AI data overlay Four AI agents · one source of truth · people in command
warp ✕ weftlot 04 · width 21:9
Agent 01

Planning Assistant

Reads capacity and the order book to suggest line allocation and flag plan deviations early — for +10–20% output stability.

Agent 02

AI Vision

Watches the sewing line to count hourly output and detect defects (KCS) live — real-time, with 0 hrs reporting delay.

Agent 03

OCR & Validation

Reads tech packs and trade docs across 8 document types and cross-checks them in 5 sec per document set.

Agent 04

Warehouse & Sourcing

Reconciles stock, BOM and incoming material with lead-time risk alerts — cutting manual review by −80%.

Our focus · garment & textile

Woven for garment,
from booking to delivery.

We go deep before we go wide. Garment & textile manufacturing is our home — we thread one continuous fabric of data across the entire order, every pass of the shuttle from intake to dispatch.

warp · 01—08
Macro weave of blue and teal fabric with a green data thread running through it One continuous fabric of data — booking to delivery
weft · tension locked
Pass 01BookingPO & order intake
Pass 02DocumentsOCR tech packs & trade docs
Pass 03Planningline allocation by capacity
Pass 04Sourcingmaterial demand & lead time
Pass 05Productionlive output & balancing
Pass 06Qualityvision defect & SMV check
Pass 07Trade docsBL · Invoice · PL reconcile
Pass 08Deliveryon-time, fully traceable
The material · Refmi Fabric

Refmi Fabric, at a glance.

Refmi Fabric is the agentic-AI layer for garment & textile manufacturing — threading your data through the whole order, reading documents, reconciling records and flagging risk in real time, atop the ERP you already run.

−80%
Manual review time
+10–20%
Output stability
35
Standardized steps
1
Source of truth
In production

Live on the floor at Nha Be Garment (NBC) — standardizing 118 end-to-end steps toward an autonomous factory.

Real sewing line at Nha Be Garment with a green quality-check indicator
SAMPLE · NBC-118 · QC ✓
How we work · humane AI

Values woven in.

Agentic doesn't mean unaccountable. Every thread we weave is built to keep people in command.

Safety

People hold the shuttle

Agents propose and surface risk; a person commits every consequential decision. The loom never runs unattended.

Transparency

Traceable to source

Every suggestion is grounded in your real data and traceable back to the record it came from — no black boxes.

Responsibility

Reflect, not replace

We augment your teams and capture their judgment in the system, rather than removing the people who make the cloth.

Weave humane AI into your floor.

Book a demo and see how Refmi Fabric threads agentic intelligence through your garment operation — with your team making every call.

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