E-commerce Platform Achieves 99.99% Uptime with DR
The Challenge
StyleHub, an e-commerce platform for 5 retail brands, experienced a catastrophic Black Friday outage in 2022. A database failure in their single-region infrastructure took the platform offline for 4 hours during peak shopping.
The direct cost was $2M in lost sales. The indirect cost-damaged brand reputation, lost customer trust, and competitor gains-was harder to quantify but potentially larger.
The leadership set a clear mandate: be ready for Black Friday 2023 with guaranteed uptime. Failure was not an option.
Our Approach
Failure Analysis & Architecture
Month 1Analyzed Black Friday failure, identified single points of failure, and designed multi-region active-active architecture.
Data Replication Setup
Month 2Implemented real-time database replication, synchronized caching layers, and established consistency requirements.
Automated Failover
Month 3-4Deployed Route 53 health checks, automated failover procedures, and chaos engineering tests.
DR Testing & Documentation
Month 5Conducted full failover tests, created runbooks, and trained team on DR procedures. Completed before Black Friday.
Solution Overview
Multi-region disaster recovery architecture, automated failover, real-time data replication, and quarterly DR testing with documented runbooks.
The Results
Business Impact
"Last Black Friday we had zero downtime despite traffic spikes. PlatOps paid for itself in one day."
SSteven Chen, VP of TechnologyMulti-brand Retail Group
"We actually tested failover during Black Friday prep. Customers noticed nothing. That's the goal."
MMaria Santos, SRE LeadMulti-brand Retail Group
Key Takeaways
- DR investment is insurance that pays off dramatically when needed
- Active-active is expensive but necessary for critical retail
- Quarterly testing is essential-untested DR plans fail
- Automated failover removes human error from recovery
Key Outcome
Technologies Used
Compliance Frameworks
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