Routing Traffic Across Regions Without Guessing
Multi-region routing sounds like a solved problem: send users to whichever region is closest to them. In practice, closest by geography isn't always fastest, and routing that ignores a region's actual health can send users straight into one that's degraded or down.
Here's what actually goes into doing this well.
Geographic proximity isn't the same as network proximity
The physically nearest region isn't always the fastest one to reach, because actual network paths depend on peering agreements and routing between providers, not straight-line distance. A user might get better real-world latency from a region that's farther away on a map but better connected to their actual internet service provider.
Route based on measured latency where you can, rather than assuming geographic distance is a reliable proxy for it. The difference is usually small, but for a small subset of users it can be significant enough to notice.
Route around unhealthy regions, not just around distance
Routing based purely on geography sends users to their nearest region even when that region is degraded, which turns a partial regional problem into a bad experience for everyone geographically close to it, instead of routing them somewhere healthy at slightly higher latency. Combine geographic or latency-based routing with real health checks, so a struggling region actually sheds traffic instead of continuing to receive it at full volume.
This requires your health checks to be fast and accurate enough to trust for routing decisions, since a slow or flaky health check can cause routing to flap between regions in a way that's worse than not checking health at all.
Data consistency: the part routing decisions can't ignore
Routing a user to whichever region answers fastest works cleanly for stateless requests, but breaks down the moment their data lives specifically in one region and a request lands somewhere else. Decide up front whether each type of request can be safely served from any region, or whether it needs to be pinned to wherever that user's actual data lives, and route accordingly rather than treating all traffic as interchangeable.
Getting this wrong is a common source of confusing, hard-to-reproduce bugs, where a request appears to succeed but returns stale or missing data because it landed in a region that didn't actually have the current state.
Where multi-region routing quietly breaks
A handful of patterns account for most real multi-region routing problems:
- Health checks that are too shallow, confirming the service responds but not that it's actually functioning correctly
- DNS-based routing with a TTL long enough that a real regional failure takes far too long to actually redirect users away from it
- Session or state data that isn't accessible from every region a user might get routed to
- No monitoring of routing decisions themselves, so a misconfiguration silently sends a chunk of traffic to the wrong place for a long time before anyone notices
Each of these tends to look fine in testing and only shows up under a real regional problem.
A worked example: a failover that routed users into a broken region
Say a region degrades in a way that still returns a technically successful health check response, because the health check only confirms the service process is running, not that it can actually reach its own database. Traffic keeps routing there at full volume, and users in that region have a genuinely broken experience, while the monitoring dashboard shows a passing health check the entire time. A deeper health check, one that actually exercises the region's critical dependencies rather than just confirming the process is alive, is what would have caught this and rerouted traffic away.
Testing routing decisions before you actually need them to work
Simulate a regional failure deliberately and confirm traffic actually reroutes the way you expect, rather than assuming the configuration is correct because it looks right on paper. This is easy to skip because it requires intentionally degrading something, even in a controlled way, which feels risky. It's worth doing anyway, on a schedule, since the alternative is discovering a routing gap during an actual regional incident, which is a far worse time to learn it.
What Good Looks Like
Good here means traffic routes away from a genuinely unhealthy region automatically, based on a health check that actually exercises real dependencies, and every request lands somewhere that has access to the data it needs.
Building The Capability (5-Stage Skill Ladder)
How to Get Started
Frequently Asked Questions
Should we route by geography or by measured latency?
Measured latency, where you can reliably collect it, since it reflects real network paths rather than an assumption based on physical distance. Geography is a reasonable fallback when latency data isn't available yet, but it's an approximation, not a substitute for the real measurement.
How deep should a health check be for routing decisions?
Deep enough to confirm the region's actual critical dependencies are reachable and functioning, not just that the service process itself is running. A shallow check that only confirms the process is alive can miss a region that's technically up but effectively broken for real users.
Do we need multi-region routing if most of our users are in one area?
Not necessarily as a latency optimization, but it's still worth considering purely for resilience if a single-region outage would be unacceptable. If your users are concentrated in one region, the resilience case has to stand on its own, separate from any latency benefit routing would otherwise provide.
About the numbers
This guide doesn't quote a sourced benchmark. Figures in it are estimates or general guidance, so check them against your own numbers.
Related Guides
When Multi-Region Routing Is Worth the Complexity It Adds
A decision guide for when multi-region traffic routing is worth its added complexity, based on latency, compliance, and real availability needs.
The Failure Modes Multi-Region Routing Doesn't Fix by Default
Why adding multi-region traffic routing solves fewer failure modes than teams expect by default, and what still needs deliberate design on top of it.
When Multi-Region Routing Sends Traffic to the Wrong Place
Why multi-region routing fails in real regional incidents: shallow health checks, split-brain writes and lost sessions, plus how to test failover safely.
Multi-Region Routing Is Easy Until a Region Actually Fails
What multi-region routing actually needs to handle, beyond picking the nearest server, to survive a real regional outage.
When Multi-Region API Routing Quietly Breaks Failover
A practical look at why multi-region API routing fails during real incidents, and the specific checks that catch it before customers do.
Multi-Region Routing Choices for a Vector Search Backend
Latency for distant users and resilience to a regional outage are different problems. Here's how routing, consistency, and ingestion choices differ.