Ask HN: How do you run your analytics teams?

Debating about the merits of incorporating agile practices into how we run our analytics projects.

Are there any other best practices you can share? We're also looking into developing a datamart for ourselves to speed up our queries as opposed to leveraging the enterprise-wide data warehouse.