The migration to Piano Analytics was a success, leading to significantly improved data capture, analysis, and strategic implementation. Michel's approach ensured minimal disruptions, and the new system provided valuable insights into customer behaviors and service usage. The KPIs, such as lead generation and customer service quality, saw notable improvements. Shell Recharge could now analyze which support articles and contact links were most used, allowing proactive enhancements based on real-time data. Trend recognition over time became more accurate, directly contributing to better customer service and support resources, thus driving overall business performance and customer satisfaction.