There are a few key steps to adopting AI within an organization. First, identify the areas of the business where AI could have the most impact. Within these areas, it's important to take inventory of data that can be used to develop AI models. If the data is not available today, an effort to source it is required. All data must be validated and transformed into an input that can be used in AI model training. It's also important to assess and develop new skill sets for teams that will be building AI models, data pipelines, and running production. Finally, we recommend implementing the AI solution incrementally, validating results with each iteration and tracking the overall results.