What it is
AI optimization is the ongoing work to squeeze better answers, faster responses, or lower spend from your AI system.
Levers to pull
- Prompt refinements and better examples
- Smaller or specialized models for certain tasks
- Caching, batching, and smarter retries
How to measure
- Track quality alongside latency and cost
- Run A/B tests with real traffic
- Roll back quickly if quality dips