Whether you are in a leadership role, a researcher, or a data scientist collaboration can be challenging. Sometimes it seems like you are in a maze where it is difficult to know what direction to go and guidance from other fields seems to be in a foreign language. This combination often makes it difficult to achieve common goals. Each discipline has evolved a culture and language to optimize its effectiveness, but this optimization can also serve as a barrier to clear communication between teams. This lack of communication leads to confusion, delays, higher costs, and elegant solutions to the wrong problems.