AI Suggestions

Overview

Sifflet leverages machine learning to automatically generate classification tags and descriptions recommendations for your Tables & Views assets' columns, therefore simplifying the enrichment of your data catalog.

Classification tags suggestions help you categorize your Tables & Views assets' columns in a more accurate and comprehensive manner.

Descriptions suggestions allow you to enrich your data assets documentation and ensure the content of your datasets' columns are clear to all data stakeholders.

Generate AI Suggestions

AI suggestions are available for all your Tables & Views assets' fields. AI suggestions are only available for the latest version of the schema in case multiple schema versions are available on Sifflet for your data asset. Sifflet AI Assistant only generates descriptions suggestions if no Sifflet description currently exists on your field.

To generate classification tags and descriptions suggestions for a given asset:

• Go to your asset page
• Go to the Columns tab
• Click the Generate metadata button

• Wait for a few minutes
• Review AI Suggestions

Note: As this feature is currently in BETA, AI Suggestions can be generated on only 5 assets simultaneously. This limitation will be lifted in the future.

Validate an AI Suggestion

To validate an AI Suggestion and therefore add the suggested classification tag or description to your field, click the Add button of the AI Suggestion tile.

Edit an AI Suggestion

To edit a description AI Suggestion, click the Edit button (pencil icon) of the AI Suggestion tile.

You can then modify the suggested description as needed and click on the Save and add button to add the modified description to your field or click the Cancel button to cancel your modifications.

Dismiss an AI Suggestion

To dismiss an AI Suggestion and therefore not add the suggested classification tag or description to your field, click the Dismiss button of the AI Suggestion tile.

Refresh AI Suggestions

In case of changes on your data assets (e.g. new column, updated column content, etc.), you can click Refresh metadata to generate new classification tag or description AI suggestions for your asset's fields.

Deactivate AI Suggestions

The ability to generate metadata for your assets is by default turned on on your account. Contact support to disable it.