The AI feature works, even if performance is modest. 2. **Fallback strategy** — When the AI fails, there's a non-AI alternative that prevents a broken experience. 3. **Feedback mechanism** — Users can signal approval or disapproval, feeding the learning loop. 4. **Monitoring** — The team can measure