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FCOS · Food Compliance OS
AI assistant · BetaBeta

Automation that asks first.

The FCOS assistant drafts products, label data and SOP steps from a brief. Every proposal stays editable, and nothing changes until a person approves it.

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Can AI make food labels?

AI can draft the data behind a label, such as the ingredient list and product details, and flag likely issues. In FCOS the assistant proposes; a person reviews the change and approves it, and the label still goes through review before export.

How the assistant helps

  • Faster first drafts

    SKUs and label data from a short product brief.

  • Proposals, not surprises

    Label edits arrive as a diff for an Owner to approve.

  • SOP steps from the recipe

    Draft the method, then edit it before submitting.

How it works

  1. Step 1

    Describe the product

    A brief in plain language.

  2. Step 2

    Review the proposal

    See exactly what would change.

  3. Step 3

    Approve

    Nothing is saved until a person approves it.

What the assistant can do

Draft SKUs
From a product brief and your ingredient library.
Answer questions
About your products, labels and filings.
Propose label edits
As a diff with an audit trail.
Draft SOP steps
From the recipe and product type.
Translate
Help with ingredient names in other languages.
Human-approved
Every change is reviewed by your team.

In beta

The assistant is switched on per workspace while in beta.

  • Proposals are always editable
  • Owner approval for label edits
  • Audit trail for every applied change

Works with

  • Production SOPsNew

    Turn an approved label into a one-page production SOP your team prints once and follows at the line.

    See Production SOPs

  • Nutrition label maker

    Generate FSSAI, FDA, EU, GSO and FSANZ nutrition labels from one product record.

    See Nutrition label maker

  • Review & approvals

    Editors draft, reviewers approve, and export unlocks only for the version that passed.

    See Review & approvals

Frequently asked questions

Does the FCOS assistant change labels on its own?

No. It proposes changes; a person reviews and approves them, and labels still go through review before export.

Let the assistant draft the first version.

Start free and ask us to switch on the assistant for your workspace.

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No credit card required.