Use Case
Financial Services Provider

Consistent Infrastructure for Fraud Detection
Solutions - Financial Services Provider

Bringing operational efficiency and performance to Kubernetes-native data workflows

Challenge

A European fintech company was scaling its real-time fraud detection platform across multiple Kubernetes clusters. While Kubernetes offered great flexibility for stateless services, managing production-grade data services like PostgreSQL and MySQL proved difficult, especially since their preferred solutions ran on VMs for performance and isolation.

Solution

Looking to modernize their developer platform and reduce operational toil, the company rolled out Kubernetes as the central app platform. However, they still required production-grade data services with predictable performance and observability. Rather than rely on unmanaged Helm charts or third-party cloud databases, they adopted a combination of a9s Data Services and Klutch.

The a9s Data Services (running on VMs with BOSH-based automation) provides robust implementations of a9s PostgreSQL and they transitioned from using MySQL to a9s MariaDB with built-in backups, monitoring, and upgrade automation. To integrate these services into their Kubernetes environment, they deployed Klutch, which exposes VM-based data services through a Kubernetes-native control plane. This allowed developers to self-provision production-ready databases without complexity, while the platform operators team retained centralized control over configuration, lifecycle, and compliance.

Impact

They experienced 3 times fewer misconfiguration incidents after replacing Helm charts with managed services. The platform ops team eliminated over 100 hours of manual database maintenance each month by replacing brittle, custom-built automation with the stability of BOSH-based a9s Data Services. With Klutch enabling self-service provisioning from a Kubernetes-native interface, developers gained frictionless access to secure, production-ready databases without needing to understand the underlying infrastructure. Meanwhile, platform teams maintained centralized control over configuration, lifecycle, and compliance. The team reported a significant drop in incidents tied to misconfiguration and provisioning, while maintaining 99.99% availability for business-critical services.

Challenge:

K8s-native workflow integration; Service stability; Operational efficiency

Industry:

Financial Services

Projects used:
By the Numbers

3x Fewer

misconfiguration incidents

100+ hours

saved per month

99.99% AVAILABILITY

achieved for business-critical data services

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