Global Deployment & Latency
Deploy globally optimized AI applications
Global users expect fast responses regardless of location. Latency isn’t just a UX metric—it impacts conversion and retention. This guide covers global routing, edge strategies, and practical optimization steps to keep your AI features responsive worldwide.
Regional Routing
Route requests to: • Nearest provider • Lowest latency region • Regionally compliant models
Edge Deployments
Use edge infrastructure to: • Reduce round trips • Improve streaming stability • Handle spikes
Performance Optimization
Optimize with: • Streaming • Caching • Connection reuse • Payload compression
Latency Checklist
Quick wins: • Use streaming for chat UIs • Keep prompts small and structured • Prefer regional endpoints when possible • Cache repeated calls • Monitor P95/P99 latency, not just averages