Skylead introduced the AI List Assistant, opened from Actions > Enrich with AI on a contact or company list, which answers questions about the list and proposes enrichment actions when data is missing. Each suggestion card shows what the enrichment does and its price per row, with options to save the column without running it or save and run it on the first 10 rows.
The assistant never creates a column without user approval and shows per row cost before any credits are spent, so teams get AI driven enrichment planning with a human gate on spend and data changes.