Built at Data Sovereignty & Responsible AI · submitted 20 September 2026
Trim & Jitter V3 makes telecom data useful for product development and service-quality analysis through anonymization. It helps analysts explore gaming and streaming opportunities and prioritize application-quality improvements. Our approach removes identifying fields, suppresses rare combinations and perturbs numeric measurements while preserving useful usage and quality patterns. We compare analytical results and measure singling out, linkage and inference before and after transformation. Presented by the Pivot Pilots: Mikael and Patrik.
