OYO AIOYO AI
USE CASES / TEXTILE MANUFACTURING
USE CASE · TEXTILE MANUFACTURING

One roll, from delivery to unit cost.

How a textile manufacturer runs warehouse, production and costing on OYO AI: every roll costed on its own, every consumption booked to the order line that caused it, and nothing edited after posting.

24 use cases, written from the screens41 screens across nine menu groups6 roles, gated by state and role together3 languages, one vocabulary
Cover of the OYO AI use case: Warehouse, production and costing
THE PAYOFF

What a manufacturer like you stands to gain.

Each figure is an industry benchmark with its source, paired with the platform rule that turns it into your number. No custom code: configured on OYO AI, so it holds on day one and on day one thousand.

10 to 15%
of fabric is lost between the roll and the garment

Fabric is the largest single cost of a garment. OYO AI plans waste per marker, measures it per spread, and keeps the abnormal share out of your order cost and out of your prices.

Source: UC Santa Barbara Bren School, cut-and-sew waste study, 2024. Lectra puts cutting-room waste at 10 to 20%.
95%
inventory accuracy with item-level tracking, from a 63% average

Every physical roll is its own row with its own balance, shelf and cost, so the register agrees with the scale, and a count posts the difference once, visibly.

Source: Auburn University RFID Lab, item-level tracking research. Study population: retail inventories.
as likely to close the month within six days when posting is automated

Consumption posts with cost at posting, snapshots freeze the wording, and nothing is reworked after the fact. The month is closed when the last document posts.

Source: Ventana Research (ISG), 71% of substantially automated teams close in six days or less against 23%. APQC top quartile: 4.8 days.
50%
of compliance time goes to gathering audit evidence

Every create, submit, post, approve and reverse is written with user, time, reason and both values. The evidence is gathered before the auditor asks.

Source: Hyperproof compliance survey, 2021. OYO AI: audit trail complete by construction, posted transactions never deleted.
And the rules that make the numbers stick
  • 1 honest cost per roll, never an average
  • 0 edits after posting
  • 100% of consumption tied to an order line
  • Abnormal waste never charged to the order
  • Four eyes enforced by the system, not by habit
  • FIFO proposes the roll, the chief decides
  • 13 business rules enforced automatically
  • 14-day ageing alert on unsettled transfers
  • 0 code changes to alter a tolerance or a label
  • 3 languages, one vocabulary
BEYOND THE USUAL

Where typical software stops, and where OYO AI keeps going.

Manufacturing ERP and cutting-room tools publish outcomes as percentages. Few of them say how costing, posting and approvals actually behave. This is the difference, area by area.

AreaTypical solutionsOYO AI
Costing methodTypicalAverage or standard cost. Some re-cost history whenever a price changes.OYO AIEach roll carries its own landed cost into the order line. Specific identification, never an average.
After postingTypicalDocuments stay editable, or history is silently recalculated.OYO AINothing is edited. A correction keeps both numbers; a reversal writes counter-movements. Both end with the Director.
WasteTypicalReported as a utilisation percentage from the cutting room.OYO AIPlanned per marker, measured per spread, split normative and abnormal. Abnormal loss never enters an order’s cost.
ConsumptionTypicalBooked to a job or a product code.OYO AICannot exist without a customer order line. Margin per order line, reconciled to the roll.
ApprovalsTypicalListed as a feature. In practice, a setting someone can switch off.OYO AIGated by state and role together. The submitter cannot approve, and an unapproved document cannot post.
Audit trailTypicalA checkbox on the feature list.OYO AIComplete by construction: user, time, reason and both values on every document, posted transactions never deleted.

The typical column summarises what manufacturing ERP, apparel ERP and cutting-room software publicly state for each area as of September 2026. It describes the category, not any single vendor.

THE OPERATION

Buy it by the roll. Cost it by the order line.

The manufacturer buys fabric and trim, receives it roll by roll, issues rolls to production, and splits what was actually used across individual customer order lines. Everything else in the system exists to feed that split or to prove it.

A school shirt made for one school and the same shirt made for another carry the same product code and are two completely different cost objects. So consumption is booked against an order line code, never against the product code alone. The line also carries the customer’s own wording, because a code without it is not traceable a year later.

THE SPINE

One equation, checked per transfer line.

transferred = consumed + returned + wasted + still open

Tolerance 0.150 kg · 0.500 m · 0 pcs. Out of balance, the settlement goes back to allocation. Nobody can post it away.

WH-RAW

Raw warehouse

The sum of every roll’s balance in the raw store. Moved by receipts, transfers out and returns in.

WH-PROD

Production zone

What is physically on the cutting floor: the open quantity of the transfers. Moved by consumption, waste and returns out.

WH-FG

Finished goods

Accepted good units by order line. Moved only by an accepted finished-goods receipt.

END TO END

The chain the material follows.

  1. 01Customer order line
  2. 02Production task
  3. 03Purchase order
  4. 04Receipt, creates the rolls
  5. 05Financial approval
  6. 06Transfer to production
  7. 07Material request (FIFO)
  8. 08Cutting marker
  9. 09Actual consumption
  10. 10Return · Waste
  11. 11Finished goods
  12. 12Cost per order line
WHAT IS COVERED

Seven groups. They follow the material, not the menu.

Reference data, demand, procurement, the raw warehouse, production, corrections, insight. Twenty-four use cases, each with its main flow, the rules it enforces and the exceptions it handles.

A · Reference data and setup

  • UC-01Maintain the material catalogue
  • UC-02Define the zones, the locations and the production stages
  • UC-03Set tolerances, approval thresholds and the roll label

B · Demand: orders and production tasks

  • UC-04Register a customer order and its lines
  • UC-05Break an order line into production tasks

C · Procurement and receiving

  • UC-06Raise a purchase order and get it approved
  • UC-07Receive a delivery: three hands, one document
  • UC-08Return material to the supplier and correct the receipt

D · The raw warehouse

  • UC-09Read a roll’s balance
  • UC-10Issue material to production
  • UC-11Correct a roll’s physical balance
  • UC-12Count the stock, one warehouse or two

E · Production

  • UC-13Ask for material, and let FIFO choose the roll
  • UC-14Build the cutting marker, where planned waste is born
  • UC-15Book actual consumption against order lines, and close the transfer
  • UC-16Return the good remainder to the store
  • UC-17Register waste, and keep abnormal loss off the order
  • UC-18Hand over the finished goods and accept them

F · Corrections and reversals

  • UC-19Correct a posted document without erasing history
  • UC-20Reverse a posted document

G · Insight: reports, dashboards, audit

  • UC-21Answer “what did this order line cost?”
  • UC-22Trace one roll from the delivery note to the finished product
  • UC-23Start the day on the dashboards
  • UC-24Prove who changed what
WHO DOES WHAT

Six roles. Only one of them sees money.

Director

Adjusts price and exchange rate, adds landed costs, approves everything that touches value.

Approves: Financial approvals, abnormal waste, counts, corrections, reversals

Warehouse keeper

Weighs what arrives, confirms quantities, issues to production, accepts returns, counts the stock. Never sees a price.

Approves: Received quantities, finished-goods acceptance

Production chief

Approves material requests, allocates actual consumption to order lines, runs the production tasks.

Approves: Material requests, consumption allocation, which roll is opened

Cutting room

Raises the material request and enters the marker: sizes, spread, actual usage and waste.

Operator

Limited data entry. Can be delegated the right to correct a roll’s balance later.

Administrator

Users, roles and the reference data: materials, zones, tolerances, labels.

RULES, NOT REMINDERS

Thirteen refusals, each with a message.

01

No consumption without an order line

There is no such thing as material consumed by nobody. The form refuses the line.

02

Nothing is edited after posting

A correction version keeps both numbers; a reversal writes counter-movements. Neither deletes anything, and both end with the Director.

03

Four eyes, by the system

The person who submitted cannot be the person who approves. Post and Reverse are gated by state and role together.

04

The status is never typed

It is the record of which button was pressed, by whom and when. Typing it would destroy the history the costing depends on.

05

Provisional cost never leaves the store

A roll cannot be transferred to production until the Director has approved the financial part of its receipt.

06

Abnormal loss stays off the order

Waste above the marker’s plan needs a reason and an approval, and is reported as its own loss so one order never pays for another’s.

07

FIFO proposes, the chief decides

The keeper does not pick a roll freely. Opening a roll out of FIFO order needs a stated reason.

08

Snapshots at posting

Material and product wording are frozen on every consumption, so renaming a product next year cannot rewrite last year’s cost.

ONE ROLL, ALL THE WAY

Roll R-000245, as the system holds it.

Not an illustration: the movements of one roll, read off the roll movement card. Ten kilograms in, split across three order lines, half a kilogram wasted, half a kilogram returned at zero cost.

DateMovementZoneInOut
05-18ReceiptWH-RAW10.0
05-22Issue to productionWH-RAW10.0
05-22Receipt at productionWH-PROD10.0
05-27Consumption, order line 1WH-PROD4.0
05-27Consumption, order line 2WH-PROD3.5
05-27Consumption, order line 3WH-PROD1.5
05-27WasteWH-PROD0.5
05-28Return to the raw storeWH-RAW0.5

10.0 = (4.0 + 3.5 + 1.5) + 0.5 + 0.5 + 0. The transfer closes itself, three customers carry three honest costs from one physical roll, and the auditor can read it top to bottom.

THE FULL DOCUMENT · PDF

Get the full use-case specification.

The complete document, written from the screens: every use case with its main flow, the rules it enforces and the exceptions it handles, plus the catalogue and appendices a reviewer needs.

  • All 24 use cases with main flows, flow diagrams, rules and exceptions
  • The business-rule catalogue and the requirement-to-test traceability matrix
  • The screen index, the status vocabulary and the document numbering scheme

Warehouse, production and costing · 40 pages · 1.9 MB · no sign-up

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