Northwind Capital · Financial Services

99.99% Uptime for a High-Frequency Trading Platform

We rebuilt the deployment and observability backbone of a trading platform processing 4M orders/day, hitting five-nines availability.

99.99% Uptime for a High-Frequency Trading Platform
99.99%
Uptime
Daily → 40/day
Deploy frequency
47min → 3min
MTTR
2 weeks → 18 min
Lead time

The challenge

Northwind’s trading platform ran on a single region with manual deploys every two weeks. A single bad release could halt trading for an hour, and on-call engineers had no visibility into which service degraded first. The platform processed 4 million orders per day, and every minute of downtime was measured in six figures.

The solution

We designed a multi-region Kubernetes platform with GitOps delivery, progressive canary rollouts, and an SLO-driven observability stack. Every service shipped with RED metrics, structured logs, and distributed traces. A canary analysis gate automatically rolled back releases that breached error budgets before they reached full traffic.

Tech stack

Kubernetes
Terraform
ArgoCD
Prometheus
Grafana
Loki
AWS EKS
Istio

Fractal Coders didn’t just hand us infrastructure — they handed us the ability to ship without fear. Our traders don’t know what an outage is anymore.

Dana Whitfield
VP of Platform Engineering, Northwind Capital

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