What should I watch out for with AI in the food industry?

In this sector the data is mostly business data (recipes, suppliers, production figures) and rarely personal data, but recipes and specifications are trade secrets. Ask every provider whether your data is used to train models: Trace One excludes training of public models, while OneThird, according to its terms, receives a perpetual licence to anonymised, aggregated data. Pay attention to hosting location: OneThird and Delicious Data host in the EU, SGS FoodNexus is Swiss, and with Qcify the American parent is the controller. Hardly any provider states which AI model sits behind it (Trace One names Gemini). An AI inspection or HACCP proposal does not replace release by a competent employee: legal responsibility for food safety (Regulation (EC) No 178/2002) and labelling (Regulation (EU) No 1169/2011) remains with you. Cameras on the shop floor can also capture employees; arrange that with the works council and a DPIA.

Home / Safety / Polysense for the food industry

PolySense BV (Ghent, BE)

How safe is Polysense for the food industry?

GDPR profile for food industryLimited

Polysense publishes limited privacy safeguards. Ask the provider for clarification before you put confidential food industry data into it.

Where does Polysense stand in the food industry?

Shared spot 14 of 28 options for the food industry (professional tools and general assistants) on GDPR profile. 7 options, like Polysense, have a limited profile. Each tile is an option we track for this field; click for the check.

Strong6

Good7

Limited7

Unknown1

Caution7

Published safeguards

✓Provider based in NL/EUYes

–Data in the EU (according to provider)Not known

–Publishes certification (ISO/NEN/GDPR)Not known

Proprietary image recognition model via inline cameras, no language model (according to the provider); installation on-premise on the production line (according to the provider); hosting and certification sought, not published

How to use Polysense safely

Use the business variant and sign a data processing agreement (DPA).
Do not enter unnecessary personal data into prompts; anonymise where possible.
Enable EU data residency where the provider offers it.
Keep a professional in the loop: in this sector the data is usually business data (recipes, suppliers, production figures) and rarely personal data, but recipes and specifications are trade secrets.

Stronger or equally strong in the food industry

OneThirdOneThird B.V. (Enschede, NL)

Delicious DataDelicious Data GmbH (Munich, Germany)

Robovision IndurionRobovision BV (Ghent, BE)

FoodDocsFoodDocs OÜ (Tallinn, EE)

TOMRA Food LUCAiTOMRA Systems ASA (Asker, NO)

Questions

How safe is Polysense for the food industry?: Polysense publishes limited privacy safeguards. Ask the provider for clarification before you put confidential food industry data into it. For limited or partly unknown safeguards, ask the provider.
Does Polysense train on my data?: Proprietary image recognition model via inline cameras, no language model (according to the provider); installation on-premise on the production line (according to the provider); hosting and certification sought, not published
What should I watch out for with AI in the food industry?: In this sector the data is mostly business data (recipes, suppliers, production figures) and rarely personal data, but recipes and specifications are trade secrets. Ask every provider whether your data is used to train models: Trace One excludes training of public models, while OneThird, according to its terms, receives a perpetual licence to anonymised, aggregated data. Pay attention to hosting location: OneThird and Delicious Data host in the EU, SGS FoodNexus is Swiss, and with Qcify the American parent is the controller. Hardly any provider states which AI model sits behind it (Trace One names Gemini). An AI inspection or HACCP proposal does not replace release by a competent employee: legal responsibility for food safety (Regulation (EC) No 178/2002) and labelling (Regulation (EU) No 1169/2011) remains with you. Cameras on the shop floor can also capture employees; arrange that with the works council and a DPIA.

Source documents

www.polysense.ai www.polysense.ai www.polysense.ai www.polysense.ai

Everything about Polysense Best AI for the food industry

Summarised by the editorial team from provider documentation · not legal advice

Last checked: 3 November 2026 · How we check

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