# Automation that asks first.

> FCOS AI assistant (beta): drafts SKUs and label data from a product brief, answers questions about the workspace, proposes label edits as a diff for an Owner to approve, and drafts production SOP steps from a recipe. Nothing changes without human approval.

Canonical: https://fcos.cloud/features/ai-food-compliance-assistant

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.

## 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. **Describe the product**: A brief in plain language.
2. **Review the proposal**: See exactly what would change.
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

### 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.

- [Start free](https://fcos.cloud/register)
- [Talk to sales](https://fcos.cloud/contact)

## Related

- [Features](https://fcos.cloud/features)
- [Production SOPs (New)](https://fcos.cloud/features/production-sop)
- [Nutrition label maker](https://fcos.cloud/features/nutrition-label-software)
- [Review & approvals](https://fcos.cloud/features/label-approval-workflow)