The key lesson here is to think about how a technology or model will be used from the very beginning.Start with the end goal in mind to ensure the model is developed in a way that provides valuable insights and actions.Collaboration between product and data science teams is crucial for successful integration of models into the product.Working in an agile way and building a Minimum Viable Product (MVP) can help save time and frustration on future projects.