Gemini explainers
Tap highlighted terms such as , , or .
Production AI is not a single model endpoint. It is a system of data preparation, evaluation, orchestration, accelerated resources, monitoring, and product safeguards.
Begin with the workload
Latency, volume, privacy, and answer quality should determine architecture. A smaller model with a reliable evaluation loop can be more useful than a larger model deployed without operational controls.
Keep the stack observable
Track cost per task, response quality, failure modes, and user outcomes. Infrastructure metrics alone cannot show whether an AI feature is creating value for the .