From 6 Outages a Month to Zero — in 30 Days
P The Problem
MedSchedule (name changed) ran a patient appointment platform used by 38 clinics across the US. Six times a month, the app went down — usually during peak hours between 8 AM–11 AM. Each outage lasted an average of 47 minutes, affecting thousands of scheduled appointments.
Their internal team of 4 engineers was spending 40% of sprint capacity on reactive firefighting. The CEO had received two letters from clinic partners threatening contract cancellation. The root cause? Nobody was watching the app at night.
S The Solution
Lodelian onboarded in 72 hours. Within the first week, our engineers identified three root causes: a memory leak in a third party scheduling library, unindexed database queries causing cascade failures under load, and a deployment process that silently skipped health checks.
- → Deployed 24/7 synthetic monitoring with 60-second check intervals
- → Patched the memory leak and rewrote the 4 worst-performing database queries
- → Implemented automated rollback on failed health checks during deploys
- → Set up on-call escalation with a guaranteed <2h response window
R The Result
Zero outages in month one. The engineering team redirected 40% of their capacity back to product features. Both threatening clinic partners signed 2-year contract renewals. The platform expanded to 12 new clinic partners within 6 months, citing stability as the primary reason for choosing MedSchedule over competitors.
"We used to spend Monday mornings reviewing weekend incidents. Now we spend them planning new features. That shift alone was worth the investment." — VP of Engineering, MedSchedule