Colt, thank you, the MAP is my current path. Losing the credibility intervals for this stage of our development is fine but we may revisit it in the future. With our compute model we can scale and manage RAM fairly well.
Your point about hierarchical support is intriguing and I’d love to be part of a future discussion around that. If there are strong population assumptions that are violated by segmenting on spend alone, what would you think of segmentation based on preferred channel or tenure?
Your point on subscriptions is well-taken.