How do I troubleshoot inconsistent AI enrichment results?

Troubleshooting Inconsistent AI Enrichment Results

Root Cause AI enrichment can produce inconsistent results across different rows due to variations in data quality and prompt specificity.

Solution: Iterative Testing Approach

1. Test on a small sample first — Start with 5-10 rows that represent different data types in your dataset
2. Validate prompt reliability — Ensure your prompt works consistently across this mixed sample
3. Scale to full table — Once validated, run the enrichment on your complete dataset

This approach minimizes costs while identifying potential issues early before processing large volumes of data.