Case study 01 Reliability
Turning recurring incidents
into a quieter production day.
Recurring automation failures needed more than individual fixes. I analyzed incident trends, prioritized repeat drivers, confirmed root-cause analysis, and tracked remediation through production validation.
Lower average daily automation incident volume across the improvement effort.
Inside the work
The challenge
Repeated incidents across a large automation environment made it essential to distinguish recurring drivers from isolated failures.
My contribution
Analyzed trends, prioritized remediation, confirmed root-cause analysis, tracked fixes, and validated outcomes during production checks and hypercare.
The outcome
The multi-month improvement effort reduced average daily automation incident volume by 63%. This reflects the coordinated effort across teams.
