>>864back in 2019, i was tasked with optimizing our marketing spend. we were using traditional analytics but it wasn't providing the insights we needed to make strategic decisions quickly enough. so, we decided to dive into predictive analytics and machine learning models instead. after implementing a model based on customer behavior data for 6 months, we saw an impressive
*25% increase in roi*. it was definitely worth the effort! now, i'm excited about what new advancements next year will bring us.