Overview

Once you have created and tested your AI Configurations, the next step is to execute them, either manually on a single product or automatically across your catalog.

Akeneo provides two ways to run AI Configurations:

1. Manual execution from the Product Edit Form, ideal for testing or one-off enrichment.
2. Automated execution through the Rules Engine, ideal for recurring or large-scale enrichment.

Both methods use the same configuration logic, ensuring that the AI behaves consistently no matter how it is triggered.

Manual Execution via Product Edit Form

Manual execution allows you to generate AI-powered content directly from within a product’s record.
This is ideal for:

• Testing a configuration on a specific product
• Making small adjustments before full automation
• Enriching new or priority products before a campaign launch

How to Execute Manually

1. Open a product from your Product Grid.
2. Locate the attribute you want to enrich.
3. Click the Ask AI button next to the attribute field.
4. Choose Generate from Configuration.
5. Select the desired AI Configuration from the dropdown list.
6. Click The AI Configuration of choice.

The generated value will appear directly in the attribute field. You can review and edit it before saving the product.

Supported Output Attributes

You can run AI generation on the following attribute types:

• Text and Text Area
• Simple Select and Multi Select
• Reference Entity Single Link and Reference Entity Multiple Links
• Number
• Measurement
• Yes/No (Boolean)
• Date

When to Use Manual Execution

Use manual execution when:

• You’re testing a new prompt before automating.
• You want to enrich only a few attributes in a product (via the Product Edit Form).
• You need full control over reviewing content before saving.
   

Automated Execution via Rules Engine

For large-scale or recurring enrichment, AI Configurations can be triggered automatically using the Rules Engine.
This enables teams to generate, translate, or audit content for thousands of products at once, without manual effort.

How to Execute via Rules Engine

1. Go to Settings → Rules.
2. Create a new rule or open an existing one.
3. Define conditions that identify which products should be affected.
4. Example: All products in the “Shoes” family that have an empty SEO meta description.
5. Under Actions, select Generate attribute value with AI.
6. Choose the desired AI Configuration from the list.
7. Save and enable the rule.

Once the rule runs, the AI Configuration will automatically generate or update attribute values for all products that meet the rule’s conditions.

Monitoring Automation Performance

Automation can process thousands of records per execution. To ensure smooth performance:

This varies based on data size, attribute types, and concurrent system activity.

Tips for Reliable Execution

Validate in Preview First
Always test your configuration on a few sample products using the Preview tool.

Start with Small Rules
Run smaller batches first to verify results before scaling to your entire catalog.

Use Descriptive Rule Names
Example: generate_missing_descriptions_fr or audit_incomplete_materials.

Keep Rules Simple
Avoid combining too many actions or conditions in a single rule for clarity and reliability.

Example Workflow

Here’s how a typical team might operationalize AI Configurations:

Troubleshooting

Best Practices Summary

• Use manual execution for validation and targeted enrichment.
• Use Rules Engine automation for continuous, large-scale execution.
• Regularly analyze and rewrite your prompts for accuracy and tone consistency.
• Keep automation monitored and adjust scope for optimal system performance.

Next Steps

After setting up automated or manual execution:

• Learn how to manage processing limits and performance in Limits and Considerations.
• Review Understanding AI Behavior and Realistic Use Cases to better interpret AI results and set clear expectations.