Having enough produce does not mean you can fill the order

Follow one receiving lot through the packhouse

Take an illustrative 600 kg receiving lot. Sorting produces 360 kg in one commercial grade, 180 kg in another, 40 kg rejected and 20 kg still awaiting assessment. The quantities reconcile, but only part of the receipt is available for a customer requiring the first grade.

Keep the receiving identity, supplier, origin information and inspection record linked to each output. Distinguish a supplier’s declared value from an observation made at receipt. If a quantity is corrected, retain the earlier entry and the reason.

GS1’s Fresh Fruit and Vegetable Traceability Guideline explicitly addresses the connection between repacked products and their inputs. Its packer and repacker guidance is a more useful reference here than a generic barcode feature list.

Source: GS1 · Sections 3.2.1 and 4.6: traceability principles and packer/repacker guidance. Reference details

Condition is an observation made at a particular time

Grade and condition may be reassessed while stock is held. Record when the observation was made, who made it and which lot or container it applies to. Overwriting the previous assessment removes the history needed to understand a rejected allocation.

Use a vocabulary agreed by the commercial and operational teams. A field called ‘good’ is too ambiguous if purchasing, the packhouse and sales interpret it differently. Commodity-specific attributes can sit alongside common lot and quantity records without forcing every product into identical fields.

FAO describes the role of temperature control in limiting food loss along the supply chain. For this application, connect handling and storage records to the relevant product and period. A reading with no dependable lot or location relationship offers little help during an investigation.

Source: Food and Agriculture Organization of the United Nations (FAO) · Opening discussion of temperature control across the food supply chain. Reference details

Allocate to the buyer’s actual requirement

Record the agreed grade, pack format, quantity and receipt window on the order. Explain why a lot qualifies or does not qualify. The oldest stock may deserve attention, but age alone cannot establish that it meets the customer’s specification.

When a buyer accepts an alternative grade, attach that agreement to the order. Keep the original request available. Changing the item description afterwards may make the paperwork look consistent while concealing a recurring procurement or allocation problem.

Reassess an allocation when the route or dispatch date changes. Sales and transport need a shared shipment reference so the team promising the product can see a delay before the vehicle reaches the customer.

Evaluate grading technology against the decision it will support

Image-assisted grading is worth considering only when the business has a defined visual assessment and representative examples. Test the proposed tool with the cameras, lighting and product variation it will encounter. Review disagreements by category rather than relying on one overall accuracy figure.

Keep the limits clear. A visible surface characteristic and a food-safety assessment are different questions. The application should route uncertain observations to the appropriate reviewer and should not infer qualities an image cannot establish.

A simpler first improvement may be searchable inspection records or structured supplier documents. Choose the work that removes a real bottleneck instead of adding an image model to an already unclear grading process.

Ask the supplier to correct a repack

During a software evaluation, receive one commodity, split it into grades, repack part of it and allocate it to two customers. Then correct one quantity. Check whether the application can still explain the origin of each output and reconcile input, output, loss and remaining stock.

Inspect how those records can be exported. An investigation should not depend on asking the vendor to reconstruct the relationships. Inventory and traceability are connected parts of the same buying decision: one tells the team what can be supplied, the other explains where it came from.