Sophus3 is an excellent partner to work with. They are always open to new ideas and willing to take risks. They have great people who really care about their clients and want to help them succeed. The best part of working with sophus3 is that they don't just do analytics. They listen to your business needs and give you options for how to solve those problems. Their team is extremely knowledgeable and very easy to work with. I can't think of anything I dislike. If you're looking for a partner to help you improve your data analysis, then sophus3 is the right choice. We use them to help us analyze our customer interactions and understand what our customers like about our products and where we need to make improvements. They also helped us understand how important our website was in driving revenue.