0. Executive Summary
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Judgment axis

detail

Item IdentityKale is a non-heading leafy vegetable managed as the Brassica oleracea L. var. acephala strain, and the main edible part is the leaves. This scientific name and the use of the leaves are also confirmed in data from the Rural Development Administration. ( Nongsaroo )
Key roleIt is a leafy vegetable that can be converted into numerous products, including wraps, salads, green juice, regular juice, fresh-cut greens, baby leaves, and raw materials for food processing. Kale is also introduced in domestic public records as a vegetable for green juice, wraps, and salads. ( Science All )
Harvesting principleCheck leaf size, color, texture, petioles, wounds, pests and diseases, yellowing, and wilting, and create lots by distinguishing between sequential leaf harvesting or whole plant and young leaf harvesting methods.
Product separationLeaf for wrapping, curly kale, young leaves, kale for green juice, washed kale, cut/fresh-cut, juice ingredients, and dried/powder ingredients are managed as separate products.
Separation of similar itemsNo.043 Although they belong to the same B. oleracea group as cabbage, the entire head of cabbage is marketable, whereas the non-heading leaves are the main focus of kale. Broccoli and cauliflower also belong to the same group, but they are separate entities as their respective flower heads and flower heads are marketable.
Domestic statisticsOfficial standalone statistics for the 2025 or latest national kale cultivation area and production volume could not be verified at this registration stage, so they will be entered later after verification of raw data from national statistics and public agricultural statistics.
Quality RiskKey quality variables include variability in leaf size, color, and texture by variety, leaf damage, yellowing, and wilting, pests and diseases, pesticide residues, and hygiene management regarding washing and fresh-cutting.
Safety ManagementFor agricultural products such as kale, the individual and group residue tolerance standards of the Korean Food Code shall be applied first, and if there are no separate standards, a uniform standard of 0.01 mg/kg shall be applied. ( National Agricultural Products Quality Management Service )
Processing expansionProduct research is possible for green juice, washed and chopped products, young leaf salads, dried products, powders, etc., and claims of food functionality are used only after verifying separate legal and scientific grounds.
Operating PrinciplesConnects variety, cultivation type, harvest cycle, harvest date, leaf size, lot, pesticide, washing, fresh-cut, drying, powder, packaging, and delivery data.
Final goalConnects RFQs and delivery, evaluation, and repurchase data from farms, producer organizations, APCs/pre-processing, green juice/juice/fresh-cut/food processing, catering/restaurants, distribution, and PB buyers.
1. Plant Identity & Product Master

division

Registration details

Korean nameKale
English nameKale
Representative scientific nameBrassica oleracea L. var. acephala strain ( Nongsaroo )
classificationBrassicaceae, Brassica
Edible partsLeaves, young leaves, part of the leaf stalk depending on the product form
Non-edible · Separate managementRoots, seeds, seedlings, aging leaves, diseased parts, ornamental kale
Major harvesting stagesYoung leaves → Early marketable leaves → Standard marketable leaves → Mature leaves → Senescence and chlorosis stage
Basic product formKale for wraps, curly kale, baby leaf kale, kale for green juice, washed kale, chopped kale, fresh-cut, juice ingredients, dried/powdered ingredients
Basic processing stageSowing/Seedling Cultivation → Transplanting → Growth → Leaf Harvesting → Sorting → Cooling → Washing → Dehydration → Cutting → Juicing → Drying → Grinding → Subdivision/Packaging
Basic useWraps, salads, baby leaf vegetables, green juice, school meals/dining out, meal kits/HMR, food processing ingredients, powder
Similarity PrincipleEven though cabbage, broccoli, and cauliflower belong to the same species group, they are managed as separate entities because their product organizations and product roles differ.

Product Master

Product Master

Key Management Standards

Kale for wrapsVariety, leaf size, color, thickness, texture, harvest frequency
Curly kaleLeaf curl, color, size, texture, salad suitability
green kaleVariety, Leaf Color, Harvest Date, Use
purple kaleVariety, Color, Color Stability, Salad, Processing Use
young kaleHarvest age, leaf size, color, hygiene
Kale for green juiceLeaf weight, freshness, juice yield, foreign matter, safety
For juice processingRaw Material Lot · Washing · Juice Yield · Processing Time
Wash kaleRaw Material Lot · Washing Water · Dehydration · Microorganisms
Cut kaleCutting Standards · Washing · Packaging · Refrigeration
Fresh-cut kaleRaw Material Lot · Cutting · Washing · Dehydration · Use-by Date
For salad mixLeaf size, color, mixing ratio, and texture
Dried kaleRaw Material Lot · Drying Method · Moisture · Color
Kale powderRaw Material Lot · Drying · Grinding · Particle Size · Packaging
For school meals and dining outSpecifications, Freshness, Safety, Delivery Time
PB productsOrigin, Product Type, Packaging, Brand
Selected itemsCondition, Contamination, Food Conversion Potential, Disposal, Resource Recovery
2. Product Classification & Use Segmentation

Classification criteria

Subdivision type

Management principles

Plant classificationKale / Cabbage / Broccoli / CauliflowerEven within the same B. oleracea population, separate Product Entity
Variety/Leaf typeFlat-leaved / Curly-leaved / Other varietiesSeparation of variety, leaf shape, and texture
colorGreen / Purple / OthersSeparation by color and product use
Harvesting stageYoung leaves / Standard commercial leaves / Mature leaves / Aged leavesSeparation of use, structure, and processability
Harvesting methodSequential leaf harvesting / Batch harvesting / Young leaf harvestingHarvest Type required value
Cultivation typeOpen field / Facility / Hydroponics/Nutrient solution / Plant factorySeparation of production environment, cost, and quality
Distribution methodsRaw / Bundle / Bulk / Washed / Small PackagingLot inheritance at every stage
Processing formWashing / Cutting / Juicing / Drying / PowderSeparation of process, hygiene, and yield
Final useWraps / Salad / Green Juice / Juice / School Meals / HMR / IngredientsBuyer specification separation
Transaction typeSource Procurement / Regular Supply / Contract Farming / Processed Raw Materials / OEM·PBQuantity, unit price, and contract are Verified/NDA
3. Production, Harvest & Post-harvest

step

Essential Dataset

Management purpose

Cultivation planRegion, variety, cultivation type, area, contract statusEstimated supply
satelliteVariety · Seed Company · LotVariety Traceability
Seedling cultivationSowing date, nursery, seedling conditionProduction history
formulaOfficial Date · Planting Distance · Farm IDProducer–Cultivation Site Connection
Soil and nutrient solutionpH·EC·soil·nutrient solution·drainageProduction Environment Management
WateringWater source, date, and amountQuality and growth management
disputeFertilizer, Nutrient Solution, Input Date, AmountProduction and Environment Dataset
Weather and facility environmentTemperature, humidity, light, rainfallGrowth and quality prediction
GrowthNumber of leaves · Leaf size · Color · ImageDetermining harvest time
pestsOccurrence, Damage, and ControlQuality and quantity management
pesticideMedication, Date of Use, Safe Use Periodsafety
Harvest judgmentLeaf size, color, texture, wounds, and yellowingProduct suitability
harvestHarvest date, number of harvests, yieldRaw Material Lot Creation
SelectionLeaf size, color, wounds, foreign matterBuyer Specification
coolingTemperature and timewilting inhibition
purifyingWashing water, time, and methodFresh-cut hygiene
dehydrationProcess, Time, Residual MoisturePackaging quality
cuttingCutting specifications and working timeSalad · HMR
JuicingRaw material weight, juice volume, yieldGreen Juice/Juice Product
dryMethod, temperature, time, moistureDry Product
smashGrain Size · Equipment · LotPowder Product
packagingWeight, Packaging, DateTraceability
saveTemperature, humidity, and periodFreshness
deliveryRefrigeration Conditions · Time · BuyerCold-chain
InspectionFreshness, foreign matter, specificationsDelivery evaluation
ClaimReason, Quantity, and ResponsibilitySupplier Score
RepurchaseBuyer · Product · QuantityNext production plan
4. Quality Specification & Lot Management

Quality items

raw kale

Washing · Fresh-cut

Green juice ingredients

Dry/Powder

Public rating

Variety · Farm · LotcorecorecorecoreVerified
Harvest date · Harvest cyclecorecorecorecoreVerified
Leaf sizecorecoreimportanceimportanceVerified/NDA
colorcorecorecorecoreVerified/NDA
texturecorecoreimportanceimportanceVerified/NDA
Yellowing and wiltingcorecorecoreimportanceVerified/NDA
Wounds/lesionscorecorecorecoreVerified/NDA
Soil and foreign mattercorecorecorecoreVerified/NDA
Pesticide usecorecorecorecoreNDA
pesticide residuescorecorecorecoreNDA
purifyingNot applicablecorecoreimportanceNDA
microorganismimportancecorecorecoreNDA
Juice extraction yieldNot applicableNot applicablecoreNot applicableNDA
Drying conditionsNot applicableNot applicableNot applicablecoreNDA
moistureimportanceimportanceBy productcoreVerified/NDA
Powder particle sizeNot applicableNot applicableNot applicablecoreNDA
packagingcorecorecorecoreVerified/NDA
Storage conditionscorecorecorecoreVerified/NDA
Shipment and InspectionimportancecorecorecoreNDA
Claims · RepurchaseimportancecorecorecoreNDA

For pesticide residues in agricultural products, the individual and group standards of the Korean Food Code shall be applied first; if there is no separate tolerance limit, a uniform standard of 0.01 mg/kg shall be applied. ( National Agricultural Products Quality Management Service )

Lot Master Required Field

Lot ID · Item/Product Type · Scientific Name/Variety · Leaf Shape/Color · Cultivation Method · Origin/Farming Location · Producer · Sowing Date/Planting Date · Harvesting Method · Harvest Cycle · Harvest Date · Leaf Size/Color/Texture · Weight/Specifications/Grade · Check for Yellowing/Wilting/Wounds/Pests/Foreign Matter · Pesticide Usage Records · Pesticide Residue/Microbiological Test Report · Raw Material Lot · Washing/Dehydration/Cutting/Juicing/Drying/Grinding History · Processing Yield · Packaging Date · Use-by Date · Storage Conditions · Shipper · Delivery/Inspection · Returns/Claims · Repurchase

5. Korea Market & Demand Structure

Customers

Purchase criteria

Cooperation opportunities

Producer organizations and agricultural cooperativesVariety, Harvest Date, Specifications, QuantityJoint shipment and contract farming
wholesale marketFreshness, Size, Color, PackagingShipment from the production area
local foodRegionality, Producer, Harvest DateDirect transaction
Large-scale distributionAppearance, small packaging, supply stabilityPB · Regular supply
food ingredient companyLeaf size, freshness, and delivery timeDining Out & School Meals
Leafy vegetable restaurant businessLeaf size, texture, and colorRFQ for Ssam
School and public mealsSafety, Standards, and InspectionSchool Meal RFQ
salad makerYoung leaves, color, washing, microorganismsFresh-cut RFQ
green juice manufacturerRaw material quantity, juice yield, safetyGreen juice raw material contract
Juice manufacturerFreshness · Raw Material Lot · Juice YieldJuice Ingredient RFQ
Meal Kits · HMRWashing, cutting, portioning, refrigerationPreprocessing RFQ
Drying and powder companiesRaw material uniformity, moisture, and drying suitabilityPowder raw material procurement
Online distributionOrigin · Harvest Date · Packaging · DeliveryDirect from the farm
PB business operatorProduct type, packaging, and brandKale PB
Smart FarmProduction uniformity and environmental dataTechnology demonstration
Research InstituteVariety, Growth, Composition, and Processing Datajoint research
local governmentLocal production, greenhouse horticulture, and processingLocal Kale AX Business
6. Trade & Supply-chain Intelligence

step

Key variables

Operational judgment

satelliteVariety/Seed LotProduct conformity
productionCultivation type, environment, and growthSupply forecast
Leaf harvestHarvest cycle, size, and quantityRaw Material Lot
SelectionColor, scratches, yellowing, specificationsBuyer suitability
Cooling and packagingTemperature, Weight, PackagingFreshness
Washing · Fresh-cutWashing, dehydration, and cuttingSalad Switch
JuicingRaw materials, yield, and hygieneGreen juice/juice conversion
Dry/PowderDrying, moisture, grindingraw material conversion
circulationRefrigeration and Incoming InspectionQuality responsibility
RFQProducts · Specifications · MOQ · Delivery TimeAI Match
contractVolume, Price, InspectionTerms of trade
deliveryLot · Quantity · DeliveryImplementation verification
evaluationQuality, Yield, ClaimsSupplier Score
RepurchaseReorderNext production plan
7. Processing, By-products & PRP Intelligence

Products and processes

Key conditions

RFQ conversion

Kale for wrapsLeaf size, color, and freshnessFoodservice RFQ
young kaleHarvesting stage, hygiene, colorSalad RFQ
Wash kaleWashing, Spinning, RefrigerationSchool meals · Meal kits
Fresh-cutCutting, washing, and packagingSalad · HMR
green juice ingredientsRaw material quantity, freshness, and extraction yieldGreen Juice Company RFQ
Juice ingredientsRaw Material Lot · Juicing · HygieneJuice Company RFQ
Dried kaleMoisture, color, and drying conditionsFood Ingredient RFQ
Kale powderDrying, grinding, particle size, hygieneFood and PB ingredients
mixed vegetablesOther Leafy Vegetable Lot · Mixing RatioSalad · PB
Meal kitWashing, portioning, and packagingMeal kit OEM
Leaves excluded from selectionStatus/AmountFood conversion is verified separately
Stem and leaf stalk byproductsAmount and characteristicsReview of feed, compost, and resource utilization
Cultivation residuePollution and treatment methodsReview of Circular Agriculture

PRP — Product Research Profile

PRP items

Details of investigation and verification

PRP-01 varietyLeaf shape, color, quantity, and marketability
PRP-02 Harvesting StageDifference in quality between young and mature leaves
PRP-03 Sequential HarvestProduction volume and quality by harvest cycle
PRP-04 for wrapsSize, texture, and freshness
PRP-05 SaladYoung leaves, color, fresh-cut suitability
PRP-06 green juiceJuice yield, color, and safety
PRP-07 JuiceRaw materials, juicing, and blending suitability
PRP-08 cleaningForeign matter, wash water, microorganisms
PRP-09 Fresh-cutCutting, wilting, color, microorganisms
PRP-10 DryDrying method, moisture, color
PRP-11 powderParticle size, moisture, dispersibility, hygiene
PRP-12 storageYellowing, wilting, and loss
PRP-13 mealInspection, Safety, Standards
PRP-14 BuyerSpecifications, MOQ, and Delivery Time by Product
PRP-15 ReorderQuality, Yield, Claims, Reorders
PRP-16 byproductUtilization of leaf stalks, excluded items, and residues
8. AX Transformation

first of all

Execution item

Performance indicators

1Make Variety, Cultivation Type, Harvest Cycle, Harvest Date, and Lot mandatoryRequired value input rate
2Separation of Products: Wraps – Young Leaves – Fresh-Cut – Green Juice – Dried – PowderMisclassification reduction rate
3Linking weather, facility environment, and growth dataEnvironment connection rate
4Image-based determination of leaf size, color, chlorosis, and lesionsAI judgment agreement rate
5Automatic recording of production volume by harvest cycleCompleteness of production data
6Yield predictionSupply forecasting accuracy
7Pesticide–Harvest–Report LinkageLot document linkage rate
8Washing and Fresh-Cut Hygiene DataHygiene history rate
9Juice Extraction Yield Runtime ConstructionYield prediction accuracy
10Data conversion of drying and powder process yieldsProcessing yield
11Farm–Processing Company–Buyer RFQ MatchMatch rate
12Buyer Inspection and Claim FeedbackDelivery conformity rate
13Next production plan based on repurchaseRepurchase linkage rate
9. Industry Problem Bank

Problem group

Problem Definition

Required data

Conflict between scientific names and variety labelsThe scientific names and variety descriptions of kale varieties may vary depending on the source.Taxonomy · Breeds · Source
Cabbage War Corps OverlapRisk of being integrated with cabbage due to the same B. oleraceaSpecies·Product Role
Mixed varietiesCharacteristics such as curly, flat leaves, and purple color are not reflected in the transactionVariety, Leaf Shape, Color
Harvesting stage mixedYoung leaves and mature leaves are treated as the same size.Harvest date · Leaf size
Harvest order deviationChanges in quality and yield due to repeated harvestingHarvest cycle, quantity, and quality
Leaf quality variationVariations in size, color, and textureQuality · Buyer Standards
Yellowing and wiltingFreshness decline after harvestTemperature, humidity, and time
pestsReduced marketability of leavesOccurrence, Control, and Damage
pesticide residuesSafety management of raw and juiced ingredients is necessaryPesticides, Harvest Date, Inspection
alien substanceSoil, insects, etc. on the leaves before washingSorting, washing, and inspection
Fresh-cut hygieneMicrobial risk after washing and cuttingProcess and Microorganism
Variation in juice extraction yieldDifferences in raw material efficiency according to variety and harvesting stageRaw material, juice volume, yield
Quality variation of dried productsDifferences in color and moisture depending on drying conditionsTime, temperature, moisture
Lack of powder standardizationQuality differences by particle size, moisture, and lotGrinding, Particle Size, Inspection
functional exaggeration riskRisk of excessively exaggerating the efficacy of research ingredients to general productsPapers, Laws, and Attribution
supply forecastingDifficulty in verifying the Buyer's estimated supply volumeGrowth and Harvest Scheduled
Contract production errorDifference between estimated quantity and actual delivered quantityContract, Harvest, Delivery
Processing Lot DisconnectionDiscontinued traceability from raw material to juice to powderRaw Material/Processed Lot
Repurchase not reflectedQuality evaluation is not fed back into production planningRate and Reorder
Lack of byproduct managementInsufficient data on the occurrence and processing of leaf stalks and sorting exclusionsGeneration volume and treatment costs
10. Farmer RFQ & Collaboration Model

RFQ Type

Public Registration

Verify/NDA

Procuring kale for wrapsVariety group, origin, specifications, shipping timeFarm · Quantity · Unit Price · Lot
young kaleLeaf size, uses, and packagingMicroorganisms, Quantity, Price
Regular supplyProduct, Period, Delivery AreaVolume, Unit Price, Contract
contract farmingVariety, Use, and Quality StandardsArea, Quantity, Price
green juice ingredientsRaw form, origin, and harvest periodJuice Yield, Test Report, Unit Price
Juice ingredientsSpecifications, Raw Material Type, Delivery TimeYield, Volume, Price
Fresh-cutCutting, Washing, RefrigerationMicroorganisms · MOQ · Unit Price
saladYoung leaves, color, mixed usesTest Report · Price
dried raw materialsVariety, Raw Material Form, and Purpose of DryingYield, processing conditions, and unit price
Kale powderParticle size, packaging, and useTest Report · MOQ · Unit Price
school mealsSafety, Standards, DeliveryTest Reports/Contracts
Meal Kits · HMRWashing, portioning, and cuttingSamples · Unit Price
PBProduct type, packaging, and channelBrand · MOQ · Price
exportProduct Type · Target CountryHS·Quarantine·Test Report
Technology demonstrationEnvironmental, growth, and quality issuesSensors, AI, Test Results
Research cooperationResearch on varieties, ingredients, and processingSample and analysis results
local government cooperationlocal production, processing, and sales channel issuesFarms, Facilities, and Business Conditions
11. RFQ Request First

① Need Products & Materials

Companies and institutions seeking necessary products, agricultural products, raw materials, and processed goods register purchasing demands. Registered requests are utilized to review cooperation with potential suppliers and producers based on the RFQ Intelligence Library.

Process:
RFQ Registration → Supplier/Product Review → Collaboration Connection → Future AI Matching

Register


② We are looking for production and manufacturing partners. (Need Suppliers & Manufacturers)

Register a request to find necessary production and supply partners, ranging from farms and producer organizations to processing companies, OEM, ODM, and private label manufacturers.

Process:
RFQ Registration → Review of Production & Manufacturing Capabilities → Collaboration Connection → Future AI Partner Matching

Register


③ We are looking for domestic and international buyers. (Need Buyers)

Farmers, producer organizations, and manufacturing companies are requesting cooperation with new buyers, such as domestic and international distributors, importers, brand companies, and food service and catering businesses.

Process:
RFQ Registration → Product & Supply Capability Review → Market & Buyer Connection → Future AI Buyer Matching

Register

Contact : mail@markethub.org

Version History

Version

Main contents

situation

v1.0Kale Plant Identity · Raw Material · Fresh-cut · Green Juice · Dried · Powder · RFQ Basic Structure Registrationcomplete
v1.1Verification of official production, region, and market raw dataexpected
v2.0Separation of Product Specifications for Wraps, Young Leaves, Green Juice, Fresh-Cut, Dried, and Powderexpected
v3.0Combination of Farm – Pre-processing – Juicing & Processing – Food Service & Distribution & PB Buyer Verified Containerexpected