The load exists, but the commercial load must be measured.
Regional estimates establish scale. Equipment must still be sized against species, daily volume, arrivals and seasonal peaks.
Measure the hours from harvest to buyer acceptance. Invest only where control preserves commercial value.
Immediate mandate
Run repeated corridor tests. Issue one decision: invest, pilot or do not build.Open the Flower Clock
Reported sector estimates
Coverage and definitions vary. External context, not a FRiO baseline.
≈650 harecently reported core-cluster flower cultivation
≈Tk 400 crreported annual flower economy
Before dawn → ≈9amreported peak-season wholesale window
National reachflowers move from the corridor to markets across Bangladesh
The investment question
Gadkhali has production scale and national reach. FRiO asks which post-harvest controls can improve acceptance, reduce avoidable loss and strengthen route economics.
Quality exposure begins before the market opens.
Harvest timing, hydration, shade, waiting and transport shape buyer condition.
Compare handling discipline, targeted treatment and controlled movement.
Each response will be tested against the value it preserves.
Audit what already exists before specifying new capital.
Verify the market centre, collection facilities, cold storage, access, operating status and fit for the proposed route.
Interactive investment test
The Flower Clock.
Follow one consignment from harvest to buyer acceptance. Each stage reveals a risk, control, evidence need and investment implication.
Choose a stage below · the active decision panel updatesReported context
Regional scale and market timing.
Proposed route
Roles, handoffs and candidate treatment points.
Existing assets
Availability, function, access and route fit.
To verify
Load, condition, time, buyer response and cost.
01/ 06
01 · Harvest window
Start with the flower and its condition.
Species, maturity, field condition and harvest timing define the baseline.
- Primary exposure
- Over-maturity, field heat, water stress and mixed quality
- Control to test
- Harvest window, shade, clean cutting and immediate handling
- Evidence required
- Species, maturity, temperature, stem condition and harvest time
- Investment implication
- Shows whether later treatment solves a measurable problem
Existing asset to auditCutting tools, shade, clean water and field handling practices
Commercial decisionDefine the acceptable starting condition.
Stage 1 of 6: Harvest
Evidence programme
Measure one corridor. Compare only what the clock can prove.
Repeated loads join route exposure, treatment, buyer acceptance and accepted-stem economics in one record.
01Gadkhali farmsHarvest02AggregationLoad formation03Treatment pointProportionate control04DispatchNamed buyer window05BuyerAcceptance closes the clock
Repeated test design
Product and market mix
At least two flower types across peak and lower-demand periods.
Load and route states
Small, typical and peak loads through documented handoffs.
Current and treated routes
Ambient practice, handling-first control and active treatment.
Buyer closure
Repeatable acceptance, rejection, price and settlement records.
Field heat and water stressInconsistent gradingCompression and handlingUnplanned waitingUncontrolled movementBuyer deductions without a shared record
One joined datasetTime × condition × treatment × commercial result
01Starting load
Species, maturity, quantity, harvest time and condition.
02Handling and treatment
Shade, hydration, grading, packing, method, duration and energy.
03Holding and movement
Dwell, environment, loading, journey time and exposure.
04Buyer and economics
Acceptance, rejection reason, price and cost per accepted stem.
Compare before committing
One baseline. Three proportionate responses.
Each response is judged against the current route using the same condition, acceptance and lifecycle-cost record.
Baseline · Current practice
Measure the route as it operates today.
Record waiting, handling, condition, acceptance, price, settlement and cost without a FRiO intervention.
A · Handling-led route
Coordinate before cooling.
Improve shade, hydration, grading, packing and dispatch.
- Advance when
- Time and handling explain most avoidable loss and acceptance improves against baseline.
- Operating test
- Can low-capital discipline remain consistent across actors and loads?
B · Treatment-node route
Control where loads converge.
Add flower-specific stabilisation with an accountable operator.
- Advance when
- Repeatable loads converge and the quality benefit exceeds energy, labour and holding cost.
- Operating test
- Can protocols, throughput and maintenance create value per accepted stem?
C · Controlled corridor
Extend control to buyer acceptance.
Connect treatment, short holding and controlled dispatch to buyer requirements.
- Advance when
- Acceptance, price or avoided rejection justifies end-to-end lifecycle cost.
- Operating test
- Does buyer commitment and multi-actor discipline outperform simpler responses?
Investment gates
Four gates before a response advances.
Definitions and weights are fixed before scoring, then sensitivity-tested.
GateProceed whenPrimary record
Useful load
Volume, seasonality and buyer windows support repeatable service.
Arrival and buyer recordPreserved value
Condition, acceptance, price or avoided rejection improves materially.
Treatment comparisonViable operation
Roles, maintenance, energy, fees and buyer commitment are credible.
Operating modelProportionate lifecycle cost
Producer and route value justify total cost against simpler responses.
Options appraisalDecision record: publish scores, weighting and sensitivity behind the invest, pilot or no-build recommendation.
Funding boundaryApprove now Hold until verified
Fund the evidence programme first. Release infrastructure only when the Flower Clock identifies an investable control.
Commission repeated corridor tests and one documented recommendation.
- 01MeasureRoute, condition and buyer result
- 02CompareCurrent route and three responses
- 03MandateInvest, pilot or do not build
- Repeated corridor testing and baseline measurement
- Handling configurations and buyer-response tracking
- Existing-asset audit and preliminary unit economics
- Major construction and equipment specification
- Permanent facility commitment and multi-route expansion
- Scale claims unsupported by repeated commercial evidence
Evidence notes
Reported sector estimates: Recent reporting varies by year, geography and definition. FRiO therefore presents the cultivation and trade figures as contextual estimates, not an audited baseline.
Market timing: 2025 reporting describes growers arriving before dawn and wholesale trading concentrated in the early morning, with activity reported through around 9:00 am.
Existing assets: Government and sector records refer to a Godkhali Flower Market Centre Complex, collection infrastructure and cold-storage capacity. FRiO will verify whether each asset is available, functional, accessible and fit for the proposed route.
Technical precedent: A 2025 open-access BAU trial reported a two-ton hybrid horticultural cooler operating near 10.2°C and averaging about 6.79 kWh per day during the trial. It tested fruits and vegetables, required further financial analysis, and does not provide FRiO design assumptions.
Flower-chain science: Wageningen research supports temperature as a major quality variable while showing that species and handling change the effect.
Timing value unresolved · Current decision
Test the Flower Clock before choosing capital.
Commission repeated corridor tests, buyer-response tracking and an equal appraisal of handling and cooling options.