A Mid-Market Online Travel Booking Company.
The Company Sells Flights, Hotels And Holiday Packages Through Its Website And Mobile Application, Serving Travellers Booking At Every Hour Of The Day And Night. Bookings Depend On Live Connections To Airline, Hotel And Payment Systems That Fail Independently And Without Warning.
The Platform Ran In Public Cloud, Operated By A Team Of Four Engineers Who Also Built Product Features. Nights And Weekends Were Covered By Whoever Answered Their Phone, And Recurring Incidents Were Restarted Rather Than Investigated Because Nobody Had Time.
Problem Statement
Despite A Capable Platform Team, The Company Struggled With:
- 01
No Overnight Coverage
Failures Between Midnight And Morning Waited For Whoever Happened To Wake First.
- 02
Recurring Incidents
The Same Failures Were Restarted Repeatedly Because Root Causes Went Uninvestigated.
- 03
Engineers Consumed By Operations
Product Development Stopped Whenever The Platform Required Attention During Business Hours.
Proposed Solution
The Engagement Took Over Cloud Operations Around:
- Completed A Structured Transition-In Documenting Every Environment, Dependency And Recovery Procedure.
- Established 24x7 Monitoring And Response With Defined Severity Levels And Escalation Paths.
- Built Runbooks For Every Known Failure Mode, Automating The Steps Previously Performed Manually.
- Introduced Problem Management Eliminating Recurring Incidents Rather Than Restoring Service Repeatedly.
- Took Ownership Of Patching, Backup Verification And Capacity Review On A Published Schedule.
- Provided Release Support So Deployments Proceed Outside Business Hours Without Engineering Presence.
Operations Owned, Engineering Released
Every Environment Is Now Documented, Monitored And Operated Against Agreed Service Levels. Recurring Failures Are Investigated To Root Cause And Removed, So The Volume Of Incidents Falls Rather Than Being Absorbed More Efficiently.
Structured Transition-In Captured Knowledge That Existed Only In Individual Engineers' Memory Before Handover Began.
Automated Runbooks Execute Known Recovery Steps Within Minutes Regardless Of Which Engineer Is On Duty.
Problem Management Removes Recurring Failures Permanently Instead Of Restoring Service And Moving On.
Release Support Allows Deployments Overnight, Keeping Changes Away From Peak Booking Hours Entirely.
Result :
A Platform That Runs Without The Founders Awake
Overnight Failures Are Detected And Resolved Before Travellers Encounter Them, And Recurring Incidents Have Largely Disappeared. The Platform Team Now Spends Its Time On Booking Features Rather Than On Keeping The Environment Alive.
Operations Coverage
Minute Mean Response
Fewer Recurring Incidents
Engineering Time On Product
Lessons Learned
The Engagement Highlighted Three Lasting Takeaways:
-
Document Before Taking Over
Transition-In Surfaces Every Dependency Nobody Thought To Mention.
-
Fix Causes, Not Symptoms
Restarting A Service Faster Is Not The Same As Needing To Less.
-
Small Teams Cannot Cover Clocks
Four Engineers Cannot Staff Three Shifts, However Committed They Are.
TECHNOLOGIES - TOOLS USED
Operations Run On Monitoring And Alerting Across Application, Infrastructure And Integration Layers, Feeding A Ticketing Platform With Defined Severity And Escalation. Runbook Automation, Patch Scheduling, Backup Verification And Capacity Reporting Operate Continuously, With Service Level Dashboards Published To The Client.
- Cloud Monitoring & Alerting
- Incident Management
- Problem Management
- Runbook Automation
- Patch Management
- Backup Verification
- Capacity Reporting
- Release Support
- Configuration Management
- Escalation Workflow
- SLA Dashboards
CONCLUSION
A Small Team Can Build An Excellent Platform And Still Be Unable To Run It Continuously. Taking Over Documented Operations, Automating Known Recoveries And Eliminating Recurring Failures Gave The Company Round The Clock Reliability And Gave Its Engineers Their Development Time Back.
