IT Practices Audit & Optimization
Analysis of a 15,000-line dataset to visualize IT practices, identify inconsistencies, and propose concrete optimizations.
Business Context
Generali, one of Europe's largest insurers, needed visibility into its IT practices across teams. A 15,000-line dataset captured operational processes but lacked structure and actionable insight.
Strategic Problem
How to turn a massive, unstructured IT operations dataset into clear visualizations that reveal inconsistencies and drive concrete improvement projects?
Data Sources
15,000-line internal IT practices dataset covering team workflows, tool usage, process compliance, and incident logs.
Methodology
Cleaned and structured the raw dataset. Built dashboards to visualize patterns and anomalies. Identified key inconsistencies across teams. Proposed targeted optimizations with implementation roadmaps.
Key Results
Delivered a comprehensive audit with prioritized recommendations. Won the BDD challenge for this project.
Business Impact
Actionable improvement roadmap adopted by the team. Demonstrated how data-driven audits can surface hidden operational inefficiencies at enterprise scale.