Purchasing Guides / Food Traceability Records

Food Traceability Records

A purchasing guide to buying a workflow that reads supplier shipping documents for foods on the Food Traceability List and prepares receiving records with lot codes, sources and quantities for your team to check.

Yearly running cost

Assuming 6,000 shipments a year

By hand
$25K / year
1,000 hours of work
Subscription
$2.1K+ / year
This workflow
$421 / year
Machine usage only; setup, hosting and review are extra.
Where should the traceability records go?

Turn each received shipment's documents into a traceability record. Your team checks flagged lines instead of copying every lot code.

One shipment includes up to 20 lot lines. Maximum document size: 4 pages per shipment.

Your quality team approves every record. No inventory changes, product release or messages to suppliers.

What is included

Read bills of lading, packing lists, invoices and shipping notices, fill the receiving key data elements for covered foods, and flag missing or inconsistent values.

Start with sample shipping documents, your list of covered foods, location descriptions and receiving rules, checked by your quality lead. The connected option reads purchase orders and receipts and saves approved records; it does not change inventory or release product.

How accurate should the records be?

A complete-looking record is not enough. Choose how often fields must be right, how reliably missing data is flagged and how exactly lot codes are copied.

How these standards are measured

Test on held-out suppliers and receiving weeks. Score every key data element separately. A missing lot code, lot code source or reference document must be flagged; a guessed value counts as an error.

Targets for your selected standard
What is checkedTarget
Correct data elementsEach element passes only when it matches the labelled value, including quantity, unit, dates, locations and the reference document; a guessed value is an error.≥98%
Missing data flaggedFlagged missing, conflicting or unreadable elements divided by all such labelled cases.≥98%
Exact lot codesLot codes must match character for character; a near match counts as an error.≥99.5%
Records needing no editsShipment records approved without any change, divided by all shipments in the test, including unreadable ones.≥85%

Copy lot codes exactly as printed and never create one. Covered foods, location descriptions and record rules come from your quality lead, not from the model.

How quickly should a record be ready?

Choose how quickly a shipment's record should be ready after its documents arrive. Your team's review time is separate.

Timing details

Time from receiving the complete document set to a stored record, including reading pages, checks, queueing and retries. Confirm document size and hardware with your provider.

The target applies to at least 95% of agreed test runs, with 2 in progress at a time.

How much do you want to spend per shipment?

Choose the machine budget for reading a shipment's documents and filling its record. Tighter budgets may use cheaper reading or fewer checks.

Cost details

Includes document reading, model calls, retries and shared hosting allocation. Staff review, ERP or warehouse licences, traceability networks and the calling agent are separate. Failed and repeated runs also consume resources.

Reference machine cost: $0.11 – 0.19 per shipment at 500 shipments a month. The selected cap is a target to test, not a replacement for this estimate.

Reference workload: 3 pages per shipment.

Where do you want it to run?

Keep documents and records in your cloud or on your own server. Choose whether document pages may go to approved reading and AI services.

Data and access details

Runs in a cloud account you control, with access controls and logs.

Document pages go to the approved reading service and selected fields to the approved model. Agree access and retention first.

Keep supplier and customer details in your environment where possible. No external calls uses uploaded documents with private reading and inference; it cannot use the connected option.

How do you want to use it?

Use a review page, your current AI agent or a dedicated traceability agent. You can choose more than one.

Anything else your provider should know?

Optional. Your choices are included automatically.

Common questions

Do I need this if suppliers already send traceability data electronically?

Not necessarily. If most suppliers send complete shipping notices or share data through a traceability network, import that data instead. Buy this when key data still arrives on paper, scans, PDFs or email.

Does it make us compliant with the food traceability rule?

No. It prepares records from your documents. Your quality team decides which foods are covered, checks the records and remains responsible for compliance.

What happens when a supplier leaves out a lot code?

The record is flagged as missing. Your team asks the supplier; the workflow never creates or guesses a lot code.

Can it produce the sortable spreadsheet the regulator may request?

Yes. Approved records export as a sortable spreadsheet with the agreed columns. Your team checks it before sending.

Can I run it without an external AI service?

Yes. Choose uploaded documents with private reading and inference on your own hardware. Measure the quality and running cost during the pilot.

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