Food manufacturing: which quality team tasks can an AI agent take on?

Examples of agents we build for food manufacturers

Each agent is custom-built on your tools; a few examples:

• The customer specifications agent: fills in each new customer's supplier questionnaire from your spec sheets, lab results and procedures.
• The spec sheets agent: spots the sheets affected by a recipe or supplier change and drafts their new version.
• The supplier specifications agent: reads each raw material spec received, compares it with the previous one and flags a changed allergen or value.
• The audit prep agent: lists, requirement by requirement of the standard, the evidence present, missing or due for review before an IFS or BRCGS audit.
• The complaints agent: reads the complaint and its photos, finds the batch, the analyses and comparable cases, and drafts the reply.
• The production floor agent: answers production teams on WhatsApp with your cleaning, changeover or goods-in procedures.
• The non-conformities agent: the operator photographs the deviation on the line and describes it in a voice message, and the agent opens the record in your quality tool.
• The quality deadlines agent: tracks supplier certificates, testing plans, calibrations and procedures due for review, and warns you in time.
• The action plans agent: follows the actions decided after an audit or a complaint and chases their owner before the due date.
• The quality dashboard agent: prepares a monthly view for management of complaints, non-conformities, audits and overdue actions.

Can it fill in a new customer's specification or questionnaire?

Every retailer or industrial customer sends its own format: specification, supplier questionnaire, listing form. Most of the answers already exist in your spec sheets, lab results and procedures. The agent finds them, drafts the completed document and lists what is missing or needs confirming.

When the customer comes back on a point, the agent finds the answer already given and the document behind it.

Can it keep product spec sheets up to date?

A recipe changes, so does a raw material supplier, and several spec sheets need reworking. The agent reads the supplier specifications and your existing sheets, drafts the new version in your Word template and flags the sections affected.

Allergens need particular care: EU Regulation No 1169/2011 on food information lists fourteen allergens that must be declared. The agent compares the new supplier specification with the old one and flags any allergen that appears or disappears, before the quality team approves the sheet and the labelling.

Can it help prepare an IFS Food or BRCGS audit?

Before the audit, you need the procedures, the records, the HACCP plan, the last audit report and the follow-up of corrective actions on non-conformities. The agent lists the evidence to present, based on the standard's requirements and your documents, and flags what is missing or has not been reviewed recently.

After the audit, it drafts the response to the non-conformities raised, based on the actions your team has decided, then follows those actions and chases their owners until they are closed.

Can it help answer a customer complaint?

A complaint comes in, often with photos: a foreign body, a labelling error, a weight that does not match. The agent finds comparable complaints, the analyses and actions already taken, gathers what your documents say about the batch concerned and drafts the reply.

It also opens the record in your quality tool and, if you choose, sends the customer the acknowledgement.

Can it answer questions from the production floor?

A cleaning procedure, a changeover instruction, the check to run when a raw material is received: on the line, questions come up mid-shift. Teams can message the agent on WhatsApp, and it answers from your procedures, citing the document behind the answer.

An operator can also report a deviation on the line, by photo or voice message: the agent opens the non-conformity record and alerts the production manager.

Where do our recipes and spec sheets go?

Your recipes and spec sheets stay in SharePoint, OneDrive or Dropbox. Saména reads them in read-only mode, only in the folders you pick, and keeps no copy.

What Saména retains is encrypted with a key unique to your company. Processing servers are in France, the database is in the European Union. You choose the model: Claude, models from OpenAI, or Mistral if you prefer a French model. It runs in Europe and keeps none of your data. If your requirements or your customers' call for it, Saména can run on your own infrastructure, and everything is deleted on request.

Where do we start?

With a half-hour call: we look at how your team works, from customer specification to audit, and which tools you use.

Our engineers then build the agents around the way you work, connected to your documents, your email and your ERP or quality software. A first agent is usually running two weeks after the call, in the Saména app, on WhatsApp or from Claude, ChatGPT or Copilot.

We then stay on to evolve your agents and add new ones. There is a one-time setup fee, then a monthly subscription; we give the amounts on the call.

Frequently asked

Does Saména already work in the food industry?

Saména works today in consulting, environmental engineering and a network of car repair garages, and each agent is built around the way the company using it works. The first call is there to see what an agent would take over for you.

Can the agent release a batch or approve a label?

No. It finds documents, drafts answers and lists what is missing. Releasing a batch, approving a label and compliance with standards stay with your quality team.

Are our recipes used to train the AI?

No. The model you choose (Claude, models from OpenAI or Mistral) runs in Europe and retains none of your data, and Saména keeps no copy of your files.

Can the agent connect to our ERP or quality software?

Yes, that is the point of custom work: we connect to the tools you already use, whether ERP, quality software, email or shared folders. You don't change software.