Guide
Can I use AI to write my food labels?
You can use tools to draft formatting, but you remain responsible for accuracy. Any AI output must be checked against your recipes and supplier specifications before it goes on a PPDS pack.
Reviewed against official guidance.SourcesNot legal advice.
The short answer
You can use tools to draft formatting, but you remain responsible for accuracy. Any AI output must be checked against your recipes and supplier specifications before it goes on a PPDS pack.
Control masters, reprint when recipes change, and train staff not to improvise labels. Process beats memory on a busy service.
How to apply it
You can use tools to draft formatting, but you remain responsible for accuracy. Any AI output must be checked against your recipes and supplier specifications before it goes on a PPDS pack. Control masters, reprint when recipes change, and train staff not to improvise labels. Process beats memory on a busy service. Walk the product in front of you against the checklist below before you print. The mistake to refuse is: Chatbots do not know what is in your fridge.
- Human checks against specs are mandatory
- Never invent allergens
- Keep masters under access control
- Treat AI as a helper, not the FBO
Worked example
Worked example for “Can I use AI to write my food labels?”: take one real SKU you sell this week. Apply the first check — human checks against specs are mandatory. Then contrast it with never invent allergens. Write the name of the food and the full ingredients list from today’s recipe and supplier specs, emphasise every Annex II allergen each time it appears, and only then print. If the pack in your hand does not match that list, it is not ready for sale. (You can use tools to draft formatting, but you remain responsible for accuracy.)
Checklist before you print
| Check | Why it matters |
|---|---|
| Human checks against specs are mandatory | For “Can I use AI to write my food labels?”, “Human checks against specs are mandatory” is the check that stops the pack drifting from what you actually sell. |
| Never invent allergens | For “Can I use AI to write my food labels?”, “Never invent allergens” is the check that stops the pack drifting from what you actually sell. |
| Keep masters under access control | For “Can I use AI to write my food labels?”, “Keep masters under access control” is the check that stops the pack drifting from what you actually sell. |
| Treat AI as a helper, not the FBO | For “Can I use AI to write my food labels?”, “Treat AI as a helper, not the FBO” is the check that stops the pack drifting from what you actually sell. |
Pasting a chatbot list straight onto packs
Chatbots do not know what is in your fridge.
Go deeper
Next: How LabelClear works. Confirm-before-it-counts workflow. Then paste your ingredients into the free generator and confirm allergens before you print.
Questions
Does LabelClear use AI?
Can AI replace supplier specs?
Official sources
Everything on this page traces back to these. Where they and we disagree, they are right — tell us and we'll fix it.
- Introduction to allergen labelling for PPDS foodFood Standards Agency / GOV.UK
- Labelling guidance for prepacked for direct sale (PPDS) food productsFood Standards Agency / GOV.UK
- Food allergen labelling and information requirements technical guidanceFood Standards Agency / GOV.UK
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