A lot of time while presenting goe with determining the KPIs, predictive analytics, and interactive BI dashboards. The data is automatically updated, and the visualizations are also now automated. Feedback loops turn machine learning into artificial intelligence solutions. Before this, everything was static, and it took many hours for many individuals to gather this information. This data initiative was a game$-$changer. Analytics put us constantly at the top of our industry.