I would like to sum a metric over time using Transforms, i.e. a cumulative sum. Is this at all possible?

Whilst you can plot a cumulative sum graph using the basic graphs in Kibana, it's cumulative over the date range selected. I'd like to be able to set a start date in effect in an index/transform output, and the transform produce the cumulative sum over time.