# AI Enrichment

> Add AI-powered columns to any workbench - LLM enriches each row based on your prompt template.

Source: https://docs.graph8.com/desktop/workbench/ai-enrichment/

## How it works

Add AI-powered columns to any workbench. Each AI column uses an LLM to enrich rows based on a prompt template and existing row data.

## Configuration

1. Open the **AI Config** sidebar
2. Set a prompt template
3. Select which columns to use as input
4. Run enrichment

## Running enrichment

- Processes rows in batch with real-time progress
- Cancel in-progress enrichment at any time
- Rerun failed rows individually
- Run all AI columns at once for bulk processing