SaaS & APIs
SaaS startup improves API p95 with multi‑region VPS placement
An API-first product reduced cross-region latency by colocating workers next to their largest customer clusters.
−44%
API p95 (EU users)
3
Regions deployed
0
Planned downtime
Challenge
US-East-only compute meant EU enterprise trials saw unacceptable latency on write-heavy endpoints.
Solution
Mukdi solutions engineers mapped traffic, staged read replicas near Frankfurt and Singapore, and scripted blue-green cutovers.
Outcome
Sales could sign EU procurement with straight answers about data residency and measured latency — not slides.