Agile development processes require a client or customer to express the business need and give steady input on what is being manufactured. Data science teams are comparable. They are best when they work intimately with the general population who really utilize the models that they build. Without this solution, the models constructed may not adequately tackle the business issue that the specialty unit is battling with.