01
Garment-first
Built from the realities of the production floor — tech packs, sewing lines, trade docs — not generic software.
Vol. 01The Agentic AtelierRefmi Fabric
Agentic AI for
garment manufacturing
Refmi Fabric is an agentic-AI platform for garment & textile production. It reads your order, reconciles every step from booking to delivery, and warns on risk in real time — atop the ERP you already trust, with people always in command. Reflect, not replace.
−80%
Manual review time
+10–20%
Output stability
35
Standardized steps
1
Source of truth
01
From a system of record
to a system of reasoning.
to a system of reasoning.
Your ERP records what happened. Refmi Fabric reasons about what is happening — reading the live order, reconciling each step, and surfacing risk before it costs you, with every decision left in human hands.
02
A layer on your ERP
Refmi Fabric plugs on atop the ERP you already trust — no rip-and-replace, no migration risk.
03
Reflect, not replace
The platform reflects, reconciles and warns — the final call always belongs to a person.
04
Compounds over time
Every deployment becomes a reusable blueprint, ready for the next line and the next plant.
Reflect, not replace.The Refmi Fabric principle
02
Four AI agents,
across the whole order.
across the whole order.
Four agentic-AI agents work the garment order from booking to delivery — each reads your real data, acts only within delegated authority, and leaves the final call to you. See each one in depth on the solution page.
№ 1Planning AssistantBalances line allocation against live capacity and flags plan deviations early. → +10–20% output stabilityReasoning
№ 2AI Vision on the floorCounts hourly output and detects sewing defects live from line cameras. → real-time, 0 hrs delayVision
№ 3OCR & ValidationReads and cross-checks PO, Invoice, Packing List & BL across 8 document types. → 5 sec per document setPerception
№ 4Warehouse & SourcingComputes material demand and raises lead-time risk weeks ahead. → −80% manual reviewReasoning
03
One domain,
booking to delivery.
booking to delivery.
Refmi Fabric goes deep on garment & textile manufacturing — spanning the whole order from PO intake through trade docs to shipment, earning domain depth that generic platforms never reach.
A garment order is one continuous thread — from the first booking to the final bill of lading. Refmi Fabric reads that whole weave at once, reconciling each step against the live order so nothing slips between departments.
Booking → Delivery
01BookingPO & order intake captured at the source.Intake
02DocumentsOCR reads tech packs & trade docs in seconds.Perception
03PlanningLine allocation balanced by live capacity.Reasoning
04SourcingMaterial demand & lead-time risk, weeks ahead.Reasoning
05ProductionLive output, defects & balancing on the floor.Vision
06Trade docsBL · Invoice · Packing List reconciled.Perception
07DeliveryOn time, fully traceable, in one ledger.Output
−80%
Manual review time
+10–20%
Output stability
35
Standardized steps
1
Source of truth
Atop your ERP
Refmi Fabric plugs on via API & connector — no rip-and-replace.
SAPOracleOdooLeanERPEStyle
In production
04
Built on humane AI.
Three values guide every agent we ship — so technology earns trust on the floor, and people stay firmly in command.
01
Safety
Agents act only within delegated authority — and never take a decision out of human hands.
02
Transparency
Every suggestion is traceable to its source data, so teams can see exactly why.
03
Responsibility
We reflect, not replace — building AI that augments people and respects their judgment.
See humane AI on your floor.
Book a 60-minute demo and watch the agents reconcile a real garment order — with your team making every call.