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Financial technology

Scaling a fintech platform to tens of millions of transactions a month

A fast-growing payments company was hitting database timeouts at a few hundred thousand transactions a day, with engineers spending most of their time firefighting infrastructure. We re-architected the platform for multi-region resilience and let the team get back to building product.

ClientPayments fintech (confidential)
IndustryFinancial technology
What we deliveredPlatform re-architecture, cloud infrastructure, observability
Scaling a fintech platform to tens of millions of transactions a month
Multi-regionAutomated failover, tested recovery
99.9%+Uptime at scale
LowerInfrastructure cost per transaction

01 The challenge

The original architecture had served the startup well but could not take the load its growth now demanded. There was no multi-region failover, little observability, and every incident pulled engineers away from features. The next funding round depended on demonstrating the platform could scale safely.

02 What we did

  • Database and service re-architecture — sharding, read replicas, event-driven processing for high-volume paths
  • Multi-region deployment with automated failover and tested recovery
  • Observability stack: tracing, metrics, alerting and on-call runbooks
  • Infrastructure as code and CI/CD so environments are reproducible and releases routine
  • Cost engineering to right-size compute and storage as volume grew

03 The results

  • Platform now processes tens of millions of transactions a month with very high uptime
  • Infrastructure cost per transaction reduced substantially
  • Engineering time shifted from firefighting to product
  • Growth targets met and next funding stage supported

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