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WP20 · Draft web edition · as of 2026-10-30

Print on Demand, Sample on Screen

Digital printing, three-dimensional sampling and on-demand manufacturing for local apparel

EX 01 · Exported raw: 95 of 100 approximate percent of cotton fibre (95 percent)
Chapters
14
Exhibits
60
Findings
10
Minutes
365

Each weft is one exhibit's own data, normalised; each warp group is a chapter. The probe reads the exhibit's own value where it crosses. Procedural visualisation, not a measurement.

Operate the evidence first

Operate 4 exhibits from 4 chapters before reading a word.

The weft the probe was reading, lifted out of the cloth: the same exhibit at full size, with the probe as its cursor. Choose a weft, step through it, compare its series.

Compare
Exhibit 01Stacked compositionsourcedThe processing gap concerns cotton fibre, not decorated blanks
95Exported raw5Processedlocally

Read-outExported raw: 95 of 100 approximate percent of cotton fibre (95 percent)

Method and source

Inherited source-text baseline. Original publication date not recorded. Shares are approximate and sum to 100 percent. They do not describe seed-cotton production, garment sales, installed capacity or a GFT result.

Unit: approximate percent of cotton fibre. Status: sourced. Sources: R06.

Read this exhibit in its chapter ↗
Compare
Exhibit 17Control mapillustrativeSubstitution risk depends on what changed
Prepress checkColour profileStrike-off shadeWash and rub testChemical MRSL rev…Minor motif resize30100New lot, same fabric11211Alternate blank brand33332Ink or pretreat change03333Cure temp or time shift12230

Read-outMinor motif resize: Prepress check 3, Colour profile 0, Strike-off shade 1, Wash and rub test 0, Chemical MRSL review 0 (illustrative re-verification level (0 to 3))

Method and source

Illustrative GFT change-control matrix informed by ink-substrate dependencies (S01), ISO 6330 care testing scope (S12), Fogra digital print process control (S21) and ZDHC MRSL chemical input management (S23). Scale: 0 = no new check, 1 = operator spot check, 2 = technical lead re-test, 3 = mandatory order hold and full requalification. Scores are normative GFT control rules, not empirical defect rates.

Unit: illustrative re-verification level (0 to 3). Status: illustrative. Sources: S01, S12, S21, S23. Illustrative figures are teaching examples, not measured factory results.

Read this exhibit in its chapter ↗
Exhibit 35ReconciliationillustrativeRecovery work consumes the apparent short-run margin
0200400600500Gross orderrevenue-190Base fabric,ink & trims-110Directprint, cure…200Apparentorder margin-35Marker &leader waste-28Changeover &purge loss-42In-processpanel remak…-25Sewingrework & ov…-30Customerreturn & re…40Net retainedcontribution

Read-outGross order revenue: total 500. Running total 500 thousand XAF per illustrative order cohort

Method and source

Illustrative order-cohort contribution bridge in thousand CFA francs (XAF), constructed by GFT to demonstrate recovery-cost accounting (S03, S28). All monetary values are illustrative model inputs, not observed GFT revenues or local price quotes.

Unit: thousand XAF per illustrative order cohort. Status: illustrative. Sources: S03, S28. Illustrative figures are teaching examples, not measured factory results.

Read this exhibit in its chapter ↗
Exhibit 47Decision mapillustrativeEnvironmental claims must state what was measured
SubstantiateResolve firstRebuild evidenceNarrow claimEvidence-file completeness →Burden-movement risk →Less stock, less impa…Historical water caseDry fixation means ze…Delivery excludedPersonalisation exten…

Read-outLess stock, less impact: Evidence-file completeness 2, Burden-movement risk 9. Quadrant: Substantiate

Method and source

Illustrative GFT review positions, not observed performance. Horizontal position is completeness of the proposed evidence file, where 0 is absent and 10 is complete. Vertical position is risk that the claim moves or omits burdens, where 0 is low and 10 is high. Scores are author-assigned for method demonstration only.

Unit: illustrative screening score from 0 to 10. Status: illustrative. Sources: S19, S23, S26. Illustrative figures are teaching examples, not measured factory results.

Read this exhibit in its chapter ↗

The paper's argument

One argument, woven across 14 chapters.

Chapter read-out · hover or focus a thread

Cameroon apparel entrepreneurs and production managers, Technical designers, patternmakers and quality leads, Institutional apparel buyers and local design businesses, Industrial programme sponsors and equipment procurement teams

0125 min · 4 exhibits

Local value starts with a garment that can be reordered

GFT argues for a measured order-to-garment service that reduces speculative commitments while retaining physical proof of quality.

  1. 01 / 05The thesis

    GFT argues that local apparel makers should combine qualified digital printing with calibrated digital sampling and order-triggered production only where physical approval, reliable fulfilment and retained-order economics justify each stage of adoption.

    14 chapters · 4 parts · 365 minutes

    Prepared for: Cameroon apparel entrepreneurs and production managers, Technical designers, patternmakers and quality leads, Institutional apparel buyers and local design businesses, Industrial programme sponsors and equipment procurement teams

  2. 02 / 05Part I · Confirm the order before choosing the machine

    Digital printing, three-dimensional sampling and order-triggered manufacturing can help a local apparel maker delay commitments until the buyer has approved a product. Their value depends on a complete operating system: qualified materials, valid patterns, credible fit simulation, physical tests, controlled production release and reliable fulfilment. Buying a printer or producing an attractive render does not establish that system.

    Part I · chapters 01 to 03 · 91 minutes · 13 exhibits

  3. 03 / 05Part II · Make the digital sample physically accountable

    This paper argues for a bounded service built around repeatable orders rather than speculative collections. It distinguishes decoration of stocked blanks from printed-fabric cut-and-sew and made-to-measure manufacture. It compares print routes against fibre compatibility, finishing requirements and accepted-output economics. It then connects calibrated digital materials and representative avatars to physical fit, colour and care approval.

    Part II · chapters 04 to 07 · 100 minutes · 18 exhibits

  4. 04 / 05Part III · Prove the service and the economics

    The economic method includes training, software, residual samples, idle maintenance, remakes, refunds and delivery. Environmental comparisons state their boundaries and avoid transferring overseas case results into Cameroon savings claims. GFT's Cameroon textile programme supplies the greenfield operating concept and performance-management discipline. Public research, standards catalogue scopes, institutional guidance and manufacturer documentation provide the external research base, with their limitations stated.

    Part III · chapters 08 to 11 · 97 minutes · 16 exhibits

  5. 05 / 05Part IV · Buy, pilot and scale against evidence

    The closing pilot protocol separates calibration from validation and advances capability only when agreed evidence gates pass. The result is a practical research and decision framework for local apparel production, not a claim that GFT has installed or proved an on-demand factory.

    Part IV · chapters 12 to 14 · 77 minutes · 13 exhibits

The cloth seen from above

Inspect any of the 60 exhibits before accepting the conclusion.

Weaving draft · 14 chapters × 60 exhibits

One column per chapter, one knot per exhibit; the glyph is its type family, as on the chips above. Select a knot to open the exhibit below.

Exhibit 01 · chapter 01 · Stacked composition

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Compare
Exhibit 01 · chapter 01Stacked compositionsourcedThe processing gap concerns cotton fibre, not decorated blanks
95Exported raw5Processedlocally

Read-outExported raw: 95 of 100 approximate percent of cotton fibre (95 percent)

Method and source

Inherited source-text baseline. Original publication date not recorded. Shares are approximate and sum to 100 percent. They do not describe seed-cotton production, garment sales, installed capacity or a GFT result.

Unit: approximate percent of cotton fibre. Status: sourced. Sources: R06.

Read this exhibit in its chapter ↗

Interlude · findings against chapters

10 findings, each argued across the paper.

Finding 01 of 10

On-demand manufacturing changes the order and production system, while digital printing changes one process within it.S01S03

Finding 02 of 10

Decorating imported blanks can create local service value without demonstrating local cotton-fibre transformation.R06R07S15

Finding 03 of 10

Print routes must be selected against the substrate, pretreatment, fixation, quality and service requirement.S01S02S15S30

Finding 04 of 10

A valid digital garment needs manufacturable pattern geometry, measured material behaviour and a suitable avatar.S04S05S09S13S32

Finding 05 of 10

Physical fit and care testing remain necessary release evidence within the proposed adoption method.S06S07S08S10S11S12S27

Finding 06 of 10

Sample reductions create value only after digital workflow costs and residual physical validation are counted.S04S07S16

Finding 07 of 10

Low order volume does not remove maintenance, consumable supply or curing-capacity dependencies.S15S17S30S31

Finding 08 of 10

Smaller speculative stock is insufficient evidence of lower whole-system environmental impact.S19S20S25S26

Finding 09 of 10

A credible delivery promise must include approval, recovery, assembly and acceptance rather than printer completion alone.S01S28

Finding 10 of 10

A matched pilot with held-out styles and pre-agreed gates should decide which service expands.S04S07S18S29

Chapter 08 · strongest recurrence of finding 01 · A printed panel creates value only after accurate assembly

Cell strength is the recurrence of each finding's key terms in each chapter's text, computed from this web edition and scaled to the strongest chapter. It is a reading guide, not a citation.

Evidence stays attached

Source quality is part of the argument.

Every knot on the edge is one of the 204 records the chapters cite, sorted by grade. The counters filter them; select a record to read it and to light the chapters that cite it. A grade describes the supplied evidence record, not independent validation by the website; missing references are excluded.

All 204 records shown

c01-S10 · Grade A

International Organization for Standardization

ISO 105-C06:2010: Colour fastness to domestic and commercial laundering

Industrial and hospital articles may be subjected to special laundering procedures which may be more severe in some aspects.

2010. Register access date: 2026-10-30. Source provenance is supplied by the paper evidence register.

Open the recorded source ↗

Cited inc01-S10: 1 chapter

0102030405060708091011121314

Keep the definitions stable

Use the same term for the same boundary.

44 terms, each with one definition for the whole paper. The punched row shows the chapters whose text uses the term.

Accepted output
Garments that meet the agreed release or acceptance definition; distinguish internal release from buyer acceptance.
Anthropometry
Measurement of human body dimensions using stated landmarks and procedures.
Approval bundle
Controlled collection of design, pattern, material, fit, colour and test decisions used to release an order.
Avatar
Digital body representation used for garment simulation; its dimensions and shape coverage must be stated.
Bias
Fabric direction oblique to the principal yarn directions, with potentially different deformation behaviour.
Bill of materials
Versioned list of the materials, trims and consumables specified for an article.
Blank
Unprinted ready-made garment held for subsequent decoration or finishing.
Colour fastness
Resistance of a textile colour to a specified treatment or use condition; the method and assessment must be named.
Colour gamut
Range of colours reproducible by a stated device and material process under defined conditions.
Contribution
Net retained revenue less the variable and order-specific costs defined by the chosen model.
Cure
Process used to achieve the required ink, binder or adhesive state; conditions depend on the specified system.
Customer-order decoupling point
Point at which production becomes committed to a particular customer order rather than a forecast.
Digital material
Software representation of a physical fabric, including visual and mechanical properties relevant to its intended use.
Digital sample
Virtual garment used for a stated review task, with known inputs and limits.
Direct-to-film printing
Decoration route that prints onto film and transfers the prepared design onto a garment using an appropriate adhesive and heat process.
Direct-to-garment printing
Inkjet deposition directly onto a garment, with preparation and curing appropriate to the selected system.
Distance ease
Separation between a garment and the underlying body at specified locations and poses.
Drape
Configuration assumed by a fabric under gravity and other stated boundary conditions.
Engineered print
Artwork positioned in relation to specific garment panels, seams or body locations.
Fabric grain
Principal direction of a fabric used to orient pattern pieces and control behaviour.
First physical approval
Acceptance of the initial physical sample against the pre-agreed criteria, without concealing revisions.
Functional unit
Quantified service or output against which an environmental comparison is expressed.
Grading
Development of related garment pattern sizes according to a defined rule set and intended fit.
Hand feel
Tactile perception of fabric or print, which requires an appropriate physical assessment.
Held-out validation
Evaluation using cases excluded from calibration and workflow adjustment.
ICC profile
Colour-management data describing a device or colour-space transform for a stated workflow.
Idempotent job release
Proposed control in which retrying a release request does not create an additional production job.
Manufacturing restricted substances list
List governing specified substances in chemical formulations used during manufacture; distinguish it from finished-product restrictions.
Marker
Arrangement of pattern pieces on fabric for cutting, including direction and placement constraints.
Mass customisation
Delivery of bounded product variations through a repeatable production system.
On-demand manufacturing
Production triggered by confirmed demand under an explicitly defined order-commitment policy.
Particle distance
Simulation-resolution setting whose meaning and effect depend on the software implementation.
Physical sample
Material garment or swatch used to test defined construction, fit, appearance or performance requirements.
Pigment printing
Colouration route that attaches insoluble colourants through an appropriate binding system.
Postponement
Delaying a product-specific production commitment until additional demand or specification information is available.
Pre-treatment
Preparation applied before printing to achieve required process and print behaviour.
Raster image processor
Software that converts artwork into the data and process instructions required by the printing system.
Reactive printing
Use of reactive dyes with a compatible fibre and fixation and washing process.
Retained order
Order whose net commercial outcome is measured after the defined cancellation, refund and return window.
Strike-off
Printed material sample used to assess and approve an artwork and process combination.
Sublimation transfer
Transfer printing route in which a suitable disperse dye moves under heat into a compatible substrate.
Technical pack
Controlled production specification including patterns, dimensions, construction, materials, artwork and approvals.
Warp and weft
Principal yarn systems of a woven fabric; their distinct properties must not be lost in simulation inputs.
Yield
Accepted output divided by starts or another expressly stated input denominator; different yield definitions must remain separate.
01 / 44

Recurs inreading guide, not a citation

Accepted output: 8 of 14 chapters use the term

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Chapters 01 to 02 fit in 60 minutes, with 7 minutes to spare.

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WP20 · Draft web edition

Print on Demand, Sample on Screen

Chapters
14
Exhibits
60
Findings
10
Minutes
365

Cut length 2 chapters · 53 min

The PDF has passed its publication gates: 246 rendered A4 pages, 1.8 MB.

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Continue the thread · next paperWP01 · The Local-Processing Gap

Issued by Green Future Tech Limited, Hong Kong SAR. This research is not investment, legal or tax advice. Illustrative calculations require local validation before an operating or financing decision.

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