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A corridor preference under illustrative prioritiesWeighted benefit scores for the corridor and the north under the priorities set in the instrument below. Defaults are illustrative. Cameroon schematic, not to scale.SITING / TWO LOCATIONS / SEVEN PRIORITIESILLUSTRATIVE MODEL OUTPUT. NOT A SURVEY.NORTHERN BELTDOUALA-DIBAMBAPowerPortCustomersCottonLabourTrainingHubCORRIDORNORTH66.8053.45POINTS OUT OF 100BEAM: WEIGHTED GAP. PROFILE: UNWEIGHTED RATINGS.

GFT instruments / Location decisions

The right site
depends on the brief.

Compare the Douala-Dibamba corridor with the northern cotton belt. Make each priority explicit, challenge the ratings and find the weight that changes the answer. Illustrative inputs throughout.

Operate the instrumentProcedural visualisation. Schematic, not a facility.
Live, illustrative
Corridor66.80North53.45Corridor ahead by 13.35
Controls ↑

An instrument for the decision

Douala-Dibamba corridor or the northern cotton belt?

Change the inputs. Read the result. Keep the assumptions visible.

Choose a starting perspective.

All presets are illustrative. They change priorities only. Your site ratings remain yours.

Set what matters.

Relative priority points, normalised automatically. Zero excludes a criterion. At least one must stay positive.

25.0% share
20.0% share
15.0% share
20.0% share
8.0% share
7.0% share
5.0% share
Priority points, each from 0 to 100. Their total need not be 100.
Challenge the site ratings.

Benefit scores, 0 to 100. Higher is better on every axis, including labour cost. Edit the ratings when evidence disagrees with this illustration.

CriterionCorridorNorth
Power
Port
Customers
Cotton
Labour
Training
Hub

Illustrative workshop

These are editable preference scores, not measured site conditions. The default ranks the corridor at 66.80 against the north at 53.45 points out of 100. A higher score is a preference within this model, never permission to invest.

B / Current scenario
Douala-Dibamba corridor66.80preference points / 100
Northern cotton belt53.45preference points / 100
Corridor preferred13.35 points ahead
Two locations on a schematic Cameroon outlineNot a surveyed map. The beam tips towards the higher weighted score, corridor on the left and north on the right.LOCATION / SCHEMATICNortherncotton beltDouala-DibambaBEAM TIPS TO THE HIGHER SCOREBenefit ratings for the corridor and northThe solid green profile is the corridor. The dashed ochre profile is the north. Each axis is a benefit score from zero to 100 before weighting. All ratings are illustrative or user supplied.PROFILE / BENEFIT SCOREPowerPortCustomersCottonLabourTrainingHub0100CorridorNorthTHE ARM BECOMES THE LEDGER'S ZERO LINE

Read the decision

The corridor leads under these priorities and benefit ratings. Check whether port, customer and hub benefits have been counted independently, then test the cotton trade-off.

Schematic, not to scale. The profile shows ratings before weighting; the beam shows the weighted difference. A high score cannot compensate for a failed requirement such as land rights, water or safe working conditions.

Act handover · Workbench to RegisterThe single beam decomposes into seven suspended criterion weights
Net gap carried down+13.35 pts

Assumption register

These defaults are a workshop, not a survey.

No site ratings or weights were supplied in the programme evidence, so there is no sourced GFT preset. Every perspective and rating here is illustrative.

Switch starting perspective on the beam
Balanced illustrationNet arm tilt +13.35 pts
The gap as a mobile: seven weights on one armEach criterion hangs from the arm at its signed effect on corridor minus north. Corridor-favouring effects hang left, north-favouring effects right, the heaviest farthest out. The arm tilts by the total. Illustrative inputs.CORRIDOR SIDE · PULLS LEFTFULCRUM ZERO LINE · 7 WEIGHTSNORTH SIDE · PULLS RIGHTPower+5.00Port+13.00Customers+5.25Cotton-12.00Labour-1.20Training+1.05Hub+2.25
Signed effect of each criterion on corridor minus north. Heaviest corridor weight: Port +13.00. Heaviest north weight: Cotton -12.00. Select any weight or table row to inspect its basis.
Illustrative defaults and their effect on the gap. Share is the priority after normalising. C / N are benefit scores out of 100. Select a row to inspect its basis and counterfactual.
CriterionShareC / NEffect on corridor minus north
25.0%65/45
+5.00
20.0%90/25
+13.00
15.0%80/45
+5.25
20.0%35/95
-12.00
8.0%55/70
-1.20
7.0%70/55
+1.05
5.0%85/40
+2.25

Signed contributions reconcile exactly to corridor minus north, before display rounding. Positive favours the corridor; negative favours the north.

Read every basis and benefit anchor
  • Power reliabilityIllustrative. Illustrative preference for continuity; replace using outage logs and the designed backup system.0: unacceptable interruptions. 100: the required continuity is achieved.
  • Port accessIllustrative. Illustrative corridor preference; no measured travel time or freight quote is assumed.0: fails the dispatch window. 100: meets the dispatch window at the agreed cost.
  • Logistics to populationIllustrative. Illustrative access to customers; validate against the actual sales and distribution plan.0: fails the delivery promise. 100: meets it at the agreed delivered cost.
  • Cotton proximityIllustrative. Illustrative northern sourcing preference. R03 is context only, not a distance measurement.0: unacceptable inbound supply burden. 100: meets the agreed supply target.
  • Wage levelIllustrative. Illustrative cost preference; no regional wage differential is established.0: unacceptable cost per good unit. 100: meets the fair-pay and productivity budget.
  • Training baseIllustrative. Illustrative workforce readiness; no named training programme or capacity is assumed.0: cannot staff the planned ramp. 100: verified skills cover the ramp.
  • Proximity to Camtext hubIllustrative. Illustrative corridor preference. R10 reports planned Dibamba and Garoua activity, not availability to GFT.0: no useful accessible interface. 100: verified useful access under agreed terms.

Balanced priorities are 25, 20, 15, 20, 8, 7 and 5 points in table order. The export-led illustration changes them to 25, 35, 15, 5, 8, 7 and 5. The cotton-first illustration uses 15, 5, 5, 55, 8, 7 and 5. These are design assumptions that stress dispatch or inbound sourcing. They are not benchmarks or GFT operating results.

A / B decision record

Keep the alternative in view.

A is a frozen snapshot of every input; B follows the controls. A opens pre-loaded with the export-led illustration, so the comparison is never empty. Drag across the radar to wipe from A to B, or save your own A.

Two beams on one fulcrum: saved A dashed, current B solid, each tilted by its gapA +32.10B +13.35
A / SavedExport-led illustration, pre-loadedB / CurrentFollows the controls
Priority shares for saved A and current B on one radarSeven criteria on a ring, scaled from 0 to 50 per cent share. The ochre dashed outline is saved A. The green solid outline is current B. The list below the radar gives every share. Illustrative priorities.PowerPortCustomersCottonLabourTrainingHub25%50%

Gap, corridor minus north

A+32.10
B+13.35

Saved A: corridor preferred. Current B: corridor preferred. The preference is unchanged.

Moving from A to B changes the gap by -18.75 points.

A corridor
75.05
A north
42.95
B corridor
66.80
B north
53.45

Priority share, A then B

  • Power25.0% / 25.0%
  • Port35.0% / 20.0%
  • Customers15.0% / 15.0%
  • Cotton5.0% / 20.0%
  • Labour8.0% / 8.0%
  • Training7.0% / 7.0%
  • Hub5.0% / 5.0%
Saved A versus current B, preference points out of 100. Full input sets are included in the scenario link and CSV.
ScenarioCorridorNorthCorridor minus north
A / Saved75.0542.9532.10
B / Current66.8053.4513.35

The table compares the same calculation on both input sets. The dotted ghost profiles in the instrument show A's original ratings. Nothing is sent to a server.

Act handover · A / B Record to MethodTrace how seven priority shares and site ratings reconcile into one signed gap
Formula check+13.35 pts

Method, no hidden factors

Normalise, multiply, reconcile, flip.

Four steps, worked on your current inputs. Adjust any control below or on the cards and the stage re-renders live. The method follows HM Treasury and DESNZ options-appraisal guidance, 24 June 2024 ↗. This is an editable illustration, not an accredited appraisal.

Live chart / your inputs

Priority points become shares. Total: 100 points. The arm is bare: seven empty hooks.

Share times score, for each site. The pans load: corridor 66.80, north 53.45.

  • Power16.3 / 11.3
  • Port18.0 / 5.0
  • Customers12.0 / 6.8
  • Cotton7.0 / 19.0
  • Labour4.4 / 5.6
  • Training4.9 / 3.9
  • Hub4.3 / 2.0

Signed contributions from one zero line add up to the gap: +13.35 equals 66.80 - 53.45. The arm tilts by that total.

The tilt, unrolled: one share moves, the rest stay in proportion. Criterion: Cotton proximity. The ring is the tie.

x* appears only when a tie sits inside the share range. The criteria are location families for an early workshop, not shortlisted parcels, negotiated tariffs or engineering designs.

  1. Step 01 · Normalisation

    Normalise the priorities.

    pᵢ = wᵢ / Σwⱼ

    Each priority becomes a share of the total. Zero excludes a criterion. Set the anchors before the weights: a priority is the value of moving from the worst acceptable anchor to the best one.

    Your inputs: Power reliability: 25 of 100 points = 25.0%

  2. Step 02 · Weighted products

    Multiply by the benefit score.

    Sᴸ = Σ(pᵢ × sᵢᴸ)

    Scores sit on one preference scale. Zero means unacceptable against an agreed criterion. 100 means the agreed target is met. A score is not an observed percentage.

    Your inputs: corridor 66.80, north 53.45

  3. Step 03 · Signed waterfall

    Reconcile to the gap.

    Sᶜ − Sⁿ = Σ[pᵢ(sᵢᶜ − sᵢⁿ)]

    Every point of the gap has a cause. The signed contributions add up to corridor minus north, using unrounded values.

    Your inputs: 66.80 minus 53.45 = +13.35

    Inspect criterion contribution on the register & mobile
  4. Step 04 · Sensitivity line

    Find where it flips.

    Δ(x) = x dᵢ + (1 − x) bᵢ
    x* = bᵢ / (bᵢ − dᵢ)

    Vary one share x and keep the rest proportional. The gap is a straight line that may cross zero at x*. Here dᵢ is the corridor-minus-north score for that criterion and bᵢ is the same difference averaged over the others.

    Your inputs: Cotton proximity flips at 34.6% share

    Select criterion for the sensitivity line
Act handover · Method to Flip StageStep 04 unrolls onto the full-bleed sensitivity canvas below
Nearest tie share34.6%

Where the preference changes

Find the weight that changes the answer.

Nearest flipCotton proximity34.6%

14.6 percentage points above the current share. The other priorities stay in proportion.

Preview, not applied. Drag along the line or use the slider. Illustrative, own arithmetic.

Cotton proximity share
20.0%
Gap at that share
+13.35
Winner at that share
Corridor preferred

Δ(x) = x dᵢ + (1 − x) bᵢ with dᵢ = -60.00 and bᵢ = +31.69.

Each track moves one normalised weight from zero to full priority. Circle: current share. Ochre tick: tie share. An interior tie separates the winners; a tie at an endpoint does not establish a reversal. This is a sensitivity test, not an uncertainty interval.

Act handover · Sensitivity to Qualification GatesA weighted preference score must now pass four non-compensatory site gates
Gate rule4 pass/fail checks

Boundary, what changes the decision

A site must pass its gates before it can win.

Candidate site
Active lens01 · Non-compensatory gates

Passes all seven gates. The preference score applies: 66.80 points. Gate status is your assertion; this tool performs no diligence.

Caveat lens: the criteria each caveat touches, with their current shares

  • Power25.0%
  • Port20.0%
  • Customers15.0%
  • Cotton20.0%
  • Labour8.0%
  • Training7.0%
  • Hub5.0%

Gates first. The seven posts are pass or fail, so a high mark elsewhere cannot buy back a failed gate. Gates first.

These four may share one cause. If they do, trim the duplicated weight before reading the gap. Power, Port, Customers, Hub together: 65.0% of the priority points.

Labour counts only as a benefit score against fair pay, productivity and retention, never as the lowest wage. Labour holds 8.0%; the Safety gate protects the workforce.

Wages, power and freight can move together. Save a pessimistic case as A and compare a whole case in B.

  1. Decision boundary 01

    Strength in one place can hide weakness in another.

    An additive score lets a high mark on one criterion offset a low one. Real constraints often cannot be traded, so gates come first.

    Power25.0%Port20.0%Customers15.0%Cotton20.0%+3 more100% total

    Touched: Power, Port, Customers, Cotton, Labour, Training, Hub

  2. Decision boundary 02

    One advantage can be counted twice.

    Power and production losses may be linked. Port access, customer logistics and hub proximity may share a cause. Keep criteria distinct and trim duplicated weight.

    Power25.0%Port20.0%Customers15.0%Hub5.0%

    Touched: Power, Port, Customers, Hub

  3. Decision boundary 03

    Cheap labour is not automatically better.

    A wage preference must reflect lawful fair pay, productivity, recruitment and retention.

    Labour8.0%

    Touched: Labour

  4. Decision boundary 04

    One weight at a time is a partial test.

    It does not capture wages, power and freight moving together, nor uncertainty in the ratings. Save a pessimistic case as A and compare a different complete case in B.

    Power25.0%Port20.0%Labour8.0%

    Touched: Power, Port, Labour

Evidence in hand for each gate. Clear one to stop the site there.

Preference points cannot be converted to financial return, probability of success or a capital budget. A planning aid, not investment, legal or tax advice.

Act handover · Qualification Gates to ProvenanceStrip all weights from the beam to inspect what the programme annex actually cites
Provenance beam0 pts on pans

Provenance, read in context

The evidence frames the question. It does not score the sites.

Choose a source. The beam shows which criteria it gives context for, with no weight on the pans. Choose a reader to see whose evidence would replace which rating.

The beam unweighted: empty pans and seven postsA level arm with empty pans. Seven posts hang from it, one per criterion. The selected source lights the posts it gives context to; the selected reader rings the criteria their evidence would replace. No source puts weight on either pan.EMPTYEMPTYPowerPortCustomersCottonLabourTrainingHubNO WEIGHT ON THE PANS
1 of 7 criteria litRegister grade C: trade or local press, market-research vendor.

Northern cotton activity

The programme annex attributes northern cotton-sector activity to SODECOTON. That supports considering a northern sourcing option.

Does not establishA site rating, a distance or any access for GFT.

Reported Camtext plans

The annex reports Camtext plans involving Dibamba and Garoua, refreshed in 2026. Treat them as reported plans.

Does not establishVerified operating facilities, access agreements, a GFT relationship or a hub available to the proposed factory.

Lit criteria Cotton proximity. Context only. No source here supplies a site rating, a weight or a distance.

The next evidence, by reader
  1. Factory managerService continuity and staffing readiness.Would replace: Power, Labour, Training
  2. EngineerParcel-specific utility, process and logistics design.Would replace: Power, Port, Customers, Hub
  3. InvestorThe cost, timing and feasibility of those designs.Would replace: Power, Port, Labour, Hub

Which ratings each reader's evidence would replace is an illustrative mapping, not a finding.

Provenance receipt · 31 Jan 2024 deliverables · 2026 refresh flags

GFT's known Cameroon textile programme combines feasibility, performance-management system design and digital strategy. Its deliverables were prepared on 31 January 2024, with source refreshes flagged in 2026. The citations are programme-annex references, not articles reopened for this instrument.

Read the source-open receipt and default-status register ↗
Act handover · Provenance to Decision RecordReload Saved A and Current B onto the closing balance scale
Record blendA to B scale

Keep the record with the result.

Measure the difference that matters.

A weight-sensitive preference is a useful research question. Replace the most influential assumptions with parcel-specific evidence before committing to a location.

The record scale: saved A as a dashed ghost, the blend between A and B as the solid beamA
Blend
100% B
Corridor
66.80
North
53.45
Gap
+13.35

Corridor preferred at this blend. The same location leads across the whole blend from A to B.

Blended read-outs are illustrative, own arithmetic: each priority and each rating is mixed in proportion t : 1 − t, then scored by the same model.

A+32.10
B+13.35
Saved A and current B, preference points out of 100
ScenarioCorridorNorthGap
A / Saved75.0542.95+32.10
B / Current66.8053.45+13.35

A shared scenario preserves priorities, benefit scores and a saved comparator. It records a judgement under assumptions, not a measured site condition or an investment recommendation.

Closing resolution · Carry the record forward

Final balance state and next analytical bench

Current B · Corridor
66.80
Current B · North
53.45
Current B · Net gap
+13.35
Saved A · Net gap
+32.10

Related papers, programme entries and not released publications: Factories on a Weak Grid (wp07), The Supervisor Gap (wp09), Cotton to Garment Across Africa (wp19).

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