Case Study — SaaS / Software Rescue

SaaS Platform Rescue: From Crisis to 99.95% Uptime

A growing SaaS startup was losing customers due to constant outages and poor performance. Their previous vendor relationship had collapsed. ARDURA Consulting deployed a 6-person rescue team that stabilized the platform in 4 weeks and achieved full recovery in 4 months.

99.95% Uptime Achieved
0.8s Load Time
70% Debt Reduced
6 Specialists
The Challenge

A Platform in Critical Condition

The Situation

A growing SaaS startup with 2,000+ B2B customers was in crisis. Their platform — originally built by an outsourced vendor — was failing in production. The vendor relationship had collapsed after months of missed deadlines and finger-pointing. The startup's 3-person internal team was overwhelmed by firefighting and unable to implement new features.

Critical Issues

  • 99.2% uptime (target: 99.9%) — 7+ hours of downtime per month
  • 8-second average page load time — customers leaving for competitors
  • Massive technical debt — no tests, no documentation, no CI/CD
  • Single-point-of-failure architecture — one server crash = total outage
  • Vendor relationship collapsed — no knowledge transfer, no handover
  • 12% customer churn rate — up from 3% six months earlier
The Solution

ARDURA Software Rescue Team

Rescue Team Composition

1 Tech Lead / Architect 10+ years, audit lead, architecture decisions
2 Senior Backend Devs Node.js, microservices, performance optimization
1 Frontend Developer React, performance, UX fixes
1 DevOps Engineer AWS, Kubernetes, Terraform, monitoring
1 QA Engineer Test automation, regression testing, load testing

Our Approach: Triage, Stabilize, Recover

We treated this engagement like an emergency room. Week 1 was pure triage — understanding the codebase, mapping all critical paths, and identifying the root causes of instability. We then prioritized fixes by business impact: first stop the bleeding (critical bugs causing outages), then heal (architecture and performance), then strengthen (testing, CI/CD, documentation). Throughout the process, we worked alongside the client's existing 3-person team, mentoring them and ensuring full knowledge transfer.

Technologies Used

Node.jsReactTypeScriptPostgreSQLRedisDockerKubernetesAWSTerraformDatadogGitHub ActionsElasticsearch
The Results

Before & After: Measurable Impact

Uptime
Before 99.2%
After 99.95%
Avg Load Time
Before 8.0s
After 0.8s
Technical Debt
Before Critical
After 70% reduced
Deployment Frequency
Before 1x/month
After 4x/week
Incident Response
Before 4+ hours
After <15 min
Test Coverage
Before 12%
After 78%
Timeline

Recovery Roadmap

Week 1-2

Technical Audit

Comprehensive audit of codebase, infrastructure, and architecture. Identified 47 critical issues and prioritized them by business impact.

Week 3-6

Stabilization Phase

Fixed critical production bugs, implemented monitoring (Datadog), added automated alerts, and stopped the bleeding. Uptime improved to 99.7%.

Month 2-3

Architecture Refactoring

Migrated from monolith to microservices for critical paths. Implemented caching layer (Redis), optimized database queries, added CDN. Load time dropped to 1.2s.

Month 3-4

Full Recovery

CI/CD pipeline rebuilt (GitHub Actions), test suite expanded to 78% coverage, infrastructure-as-code (Terraform). Final uptime: 99.95%, load time: 0.8s.

Month 5-6

Knowledge Transfer

Comprehensive documentation, team training, and gradual handover to the client's new in-house team. 3 ARDURA specialists retained as mentors.

"We were days away from losing major enterprise clients. ARDURA's rescue team didn't just fix the symptoms — they rebuilt the foundation. Within 4 weeks, the panic calls stopped. Within 4 months, we had a platform we were proud of again. The best part? They made our own team better in the process. Three of their specialists are still with us as mentors."
CTO & Co-Founder Growing SaaS Startup

Is Your Platform Struggling?

Performance issues, stability problems, or a failed vendor engagement? Our Software Rescue team has saved dozens of platforms. The first step is a free technical audit — we will tell you exactly what is wrong and how to fix it.

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