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≈95%Raw fibre export≈5%Local processing

GFT / Cameroon textile / Programme

Keep the value.
Weave in the signal.

A Cameroon cotton-to-garment proposition, designed as one connected system: commercial feasibility, operating discipline and a digital foundation.

Choose a branch of the fibre

About 95% leaves as raw fibre. National fibre context, a sector-level observation, not a GFT result.

About 5% is processed locally. Existing share, annex estimate: the small eddy, not a GFT facility. No factory is claimed to be commissioned.

A factory needs its own evidence. Programme design: proposed information flows, not live feeds from an operating plant.

Annex shares, programme-annex estimates

Inspect the evidenceProcedural visualisation. Schematic, not a facility.

Drag the share of fibre that bends into the eddy

Hypothetical share processed locally. A position you choose, not a forecast.

1 strand = 1 percentage point. Illustrative encoding.

Local processing≈5%
Raw fibre export≈95%

Keep provenance attached

A processing gap and a policy target are different claims.

The figures come from the programme annex and have not been independently reverified for this page. The source date is unavailable unless a finding states it.

Fibre branches: the strand share follows the annex estimate. The diagram describes cotton fibre, not seed cotton, and carries no assumed garment yield. Not a facility.

Choose a claim

Observation, R06

Cotton fibre exported raw, and ≈5% processed locally

Annex estimate. Material basis: cotton fibre. Source date not supplied. The companion share comes from the same finding and is not GFT capacity.

Target, not a result, R07

Local-processing policy target of 50% by 2030

National target in the annex, restated by SND30. A target does not establish installed capacity or a date for reaching it.

Two claims, never added

The distance between an observation and an ambition: about 45 points

GFT arithmetic, 50 minus 5. The hatched span is not capacity, and the two figures are never added. No date for closing it is claimed.

Your position, illustrative

A share you chose by dragging

Not a forecast, a target or a GFT capacity. The solid posts at 5 and 50 are the sourced reference points; everywhere else on the rail is only a way to read the distance.

Define the operating boundary

A cotton base is the beginning of a business case.

A factory needs its own evidence. GFT’s programme studies a greenfield, sustainability-oriented garment maker in Cameroon.

Step 1 of 3Unit in hand: garmentStep 2 of 3Demand: a buyer orderStep 3 of 3Owner: training, maintenance, quality

Step 1 of 3 · Material

Material has a boundary.

Seed cotton, lint, yarn, fabric and finished garments are different units. Procurement must specify the material that actually enters the proposed operation.

Read more

A national cotton figure cannot be carried straight into a garment-output forecast without explicit conversion assumptions.

The base concept centres on cutting, making, trimming and finishing, with spinning and knitting as optional partnered activities. This keeps the availability of cotton from silently becoming an assumption that every industrial stage must be built inside the same venture.

Step 2 of 3 · Demand

Demand has a specification.

The relevant market is a buyer with an order, an acceptable sample, a delivery window and an agreed price. Regional opportunity needs product-level testing.

Read more

An industry growth projection alone does not establish demand for this venture’s own range.

Step 3 of 3 · Capability

Capability has an owner.

Every production assumption requires people who can deliver it. Supervisor training, maintenance response and quality control belong in the operating model.

Read more

They are prerequisites for testing the economics, rather than activities to add after equipment selection.

Follow the sequence

The parts connect at the same operating assumptions.

Read the programme as a chain of decisions. Each part supplies an input to the next and can send a correction back.

Customer

Boundary

Cost drivers

Conditions

No condition is marked as discharged

Production

Quality

Delivery

Cost

People

Sustainability

Illustrative points, no readings

Returns to the routine

Takes in
The customer, the production boundary and the cost drivers
Hands on
Conditions for proceeding, each still open
Takes in
The conditions, restated as assumptions to observe
Hands on
Measures, exceptions and an owner for each
Takes in
Captured events and the reviewed exceptions
Hands on
Model outputs that return to a person to challenge

Conditions Conditions as constraint lines. Schematic: no readings are shown.Observations Observations as plotted points. Schematic: no readings are shown.Decisions Decisions as a record trail. Schematic: no readings are shown.

Step 1 of 3 · Conditions

Feasibility sets the conditions.

Define the customer, production boundary, cost drivers and conditions for proceeding. The study’s conditional-go conclusion is a design judgement, not approval to finance or construct a facility.

  • Customer order & sample gate
  • CMT material boundary
  • Unit-cost sensitivity band
  • Conditional-go constraints
Takes in
The customer, the production boundary and the cost drivers
Hands on
Conditions for proceeding, each still open

Step 2 of 3 · Observations

Performance makes the assumptions observable.

Translate the business case into production, quality, delivery, cost, people and sustainability measures. Review exceptions with an accountable owner, so a capacity problem can be told from a data problem.

  • Production & quality KPIs
  • Delivery & cost variance
  • Supervisor review routine
  • Named exception owner
Takes in
The conditions, restated as assumptions to observe
Hands on
Measures, exceptions and an owner for each

Step 3 of 3 · Decisions

Digital consumes the evidence.

Use captured events to support inspection, planning and later optimisation. A model output returns to the management routine, where a person can challenge it and decide what to change.

  • Captured line events
  • Owner exception sign-off
  • Recorded change & reason
  • Expected evidence window
Takes in
Captured events and the reviewed exceptions
Hands on
Model outputs that return to a person to challenge

Warp and Signal

The factory should make evidence with every garment.

Production is the warp. Measurement is the weft. Their crossings are decisions.

Inspect a crossing

Route ends at the BATCH crossing

A buyer’s quality requirement becomes a recorded inspection decision.

Route ends at the LINE crossing

An output assumption becomes a shift measure, so a capacity problem can be told from a data problem.

Route ends at the ORDER crossing

A change leaves a trace: its reason and the evidence expected afterwards.

The value of the digital layer comes from these decisions, rather than from the number of dashboards installed.

The woven signal is a conceptual design. It depicts neither an installed system nor a claimed improvement in output, quality or resource efficiency.

Make the design operational

Connect the commercial promise to the production routine.

The programme is useful when the same definitions travel across disciplines. That continuity makes disagreement productive.

1of 3 definitions on the thread2of 3 definitions on the thread3of 3 definitions on the thread

Selected definitionBound to cost baseline

01 · Product definition

Current rule: Garment spec + BOM + Quality criteria → Capacity & cost

Selected definitionIncomplete shift flagged

02 · Time boundary

Current rule: Planned shift = Running + Stoppages + Missing status

Selected definitionTraceable in next review

03 · Decision record

Current rule: Trigger → Change → Accountable reason → Expected evidence

One thread, three definitions. Schematic: no live feed is shown. The count is this page’s own rows, not a measurement.

Step 1 of 3 · Product

Carry the product definition.

Keep the garment specification, bill of materials and quality criteria together. If the product mix changes, revisit capacity and cost assumptions before reading the performance record.

Read more

Otherwise a more demanding garment can appear to be a weaker production team.

Step 2 of 3 · Time

Carry the time boundary.

Separate planned production time from running time and stoppages. Give interrupted shifts and missing observations an explicit status.

Read more

A dashboard should reveal uncertainty in its denominator, rather than turn an incomplete shift into an apparently precise efficiency figure.

Step 3 of 3 · Decision

Carry the decision record.

Record the reason for each change and the evidence expected afterwards. A process adjustment, training intervention or model update should leave a trace.

Read more

The next review needs to know what changed before it can interpret an apparent improvement.

Test before extending

A proposed system earns its operating status.

The programme was prepared on 31 January 2024, with later source refreshes flagged in 2026. Those dates describe document preparation, not a built site, a passed pilot or a realised benefit.

0of 9 conditions met

Not yet operatingEarned, for this exercise only

Gate 1 of 3 · Input

Confirm the input.

Recheck the material supply, buyer requirement, site conditions and commercial assumptions. Where evidence is missing, keep the decision conditional.

Conditions to tick

HoldOpen for review0 of 3 conditions met

Gate 2 of 3 · Process

Test a bounded process.

Agree the operating boundary and baseline before an intervention. A demonstration can show that a function works without proving that the whole business case does.

Conditions to tick

HoldOpen for review0 of 3 conditions met

Gate 3 of 3 · Expansion

Review before expansion.

Ask whether the result supports the next step and survives routine operating conditions. Expansion should follow the evidence.

Conditions to tick

HoldOpen for review0 of 3 conditions met

Tick evidence items to see how a gate would read. Ticks are a thinking aid: nothing is stored, and no gate on this page has been passed.

Continue through the programme

Choose the next thread.

Pick a programme weft thread and hover or select any of the six vertical warp units (three papers, three instruments) to inspect its crossing.

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Weft 01 × Warp 01 · Paper

The Local-Processing Gap

Available · /library/the-local-processing-gap/

The customer, the boundary and the cost drivers that set the conditions for proceeding.

Items marked in preparation are not available editions or completed tools. This programme summary is not investment, legal or tax advice.

Open the feasibility study

Open unit ↗

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Weft 02 × Warp 01 · Paper

Measure Before You Model

Available · /library/measure-before-you-model/

The measures that make the assumptions observable, with an accountable owner for each exception.

Items marked in preparation are not available editions or completed tools. This programme summary is not investment, legal or tax advice.

Open the performance system

Open unit ↗

Open unit ↗

Open unit ↗

Open unit ↗

Open unit ↗

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Weft 03 × Warp 01 · Paper

Seeing Every Defect

Available · /library/seeing-every-defect/

The captured events that support inspection, planning and later optimisation.

Items marked in preparation are not available editions or completed tools. This programme summary is not investment, legal or tax advice.

Open the digital strategy

Find a thread.

Type to search.