Ahmed El Deeb has a good post on ten tactics for dealing with small data.
Ahmed correctly points out that Enterprise AI projects are more likely to run into these constraints.
His post is a good example of how we need to think differently about tools and methods for Enterprise scope projects and that limited data is a driver of algo selection.