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Modernizing FinTech Infrastructure through IaC and Kubernetes Automation

Overhauling cloud architecture with Terraform and custom automation to decouple growth from rising operational costs and security risks.

Client

A proprietary SaaS provider of advanced online accounting and consolidated financial reporting software.

Problem Statement

The client faced excessive cloud costs ($1500+/month), inconsistent environments, and manual deployment bottlenecks that hindered scalable growth and security.

Industry

Banking & Financial Services

Solution

Modernization

Intelligent Enterprise

Product Engineering

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Quick Summary

We initiated a comprehensive cloud overhaul transitioning from manual configurations to a version-controlled, auditable infrastructure.

  • Reduced monthly cloud spending by 30% by re-architecting environments and replacing redundant EKS clusters with cost-effective alternatives.
  • Streamlined the development lifecycle by replacing fragile shell scripts with a custom Python-based CLI, accelerating time-to-market and operational efficiency.

Client Profile

Based in the FinTech sector, the client offers a modern SaaS accounting platform. It specializes in high-complexity reporting, enabling businesses to integrate accounts from multiple branches with up to 10 nested levels for consolidated financial statements. 

Challenges: High Overhead and Architectural Drift

The legacy infrastructure was a fragile mix of technologies that could no longer support the product's expansion:

  • Excessive Spending: Monthly costs exceeded $1,500 due to redundant Amazon EKS clusters for both production and staging.
  • Environment Inconsistency: Disparate setups across development (Docker) and staging/production (EKS) led to frequent deployment failures and difficult troubleshooting.
  • Operational Friction: Reliance on manual configurations and complex microservice workflows slowed development cycles and increased human error.
  • Security Vulnerabilities: Outdated software and inconsistent patches exposed the platform to significant risks.

QBurst Solution: Automated IaC and Optimized Kubernetes Strategy

We implemented a secure, automated foundation centered on modern DevOps principles. Our strategy focused on migrating the entire infrastructure to code and optimizing environment parity without the high cost of managed services for non-production workloads.

  • Infrastructure as Code (IaC): Utilized Terraform to define all AWS resources, ensuring that networking, security groups, and clusters are repeatable and drift-free.
  • Strategic Re-architecture: Migrated the staging environment from Amazon EKS to a self-managed Kubernetes cluster on EC2 using Kubespray, maintaining production parity at a fraction of the cost.
  • Custom Automation: Developed a Python-based CLI tool to standardize CI/CD processes, empowering developers to manage microservices and deployments independently.
  • Modernized Development: Moved development to standardized EC2 instances with defined networking, replacing isolated internal servers for a more stable experience.

Technical Highlights

  • End-to-End Terraform Management: All cloud resources, from subnets to clusters, are version-controlled and auditable.
  • Cost-Optimized Staging: Leveraged Kubespray on EC2 instances to achieve EKS-like functionality with lower overhead.
  • Developer Empowerment CLI: A custom interface for microservice management, testing, and one-touch deployments.
  • Hardened Security: Standardized patching and security best practices enforced through automated code reviews and latest-version upgrades.

Impact

  • 30% Cost Reduction: Strategic environment re-architecture significantly cut monthly AWS expenditure.
  • Enhanced Reliability: A consistent, code-defined foundation eliminated "works on my machine" issues and enabled seamless scaling.
  • Faster Time-to-Market: Standardized CI/CD pipelines allow for more frequent, reliable, and secure feature releases.
  • Operational Agility: Engineering resources shifted from manual maintenance to product innovation, reducing the risk of human error.

Client Profile

Challenges

QBurst Solution

Technical Highlights

Impact

Recognized for Growth. Trusted for Impact.

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Deloitte Fast 50 India, Winner 2024

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