- Shift focus from chatbots to invisible operational AI guests feel.
- Use AI to boost efficiency, accuracy, and profit—keep service human.
- Tackle the data tax: surface and fix data-quality issues.
- Prioritize prediction/correction (ETL, BI, pricing, inventory) for ROI.