Data science work starts with a question the business can act on. We prepare the data, build the analysis or model, and hand over a result your team can review.
The question is agreed first. Then we look at the data you actually have, say what is missing, and build only the analysis that answers that question.
The definitions, the data that was used, and a result someone outside the project can explain.
Tell us what you need and we will say how we would staff it. Contact us.