Revenue Architecture

What this layer covers

This layer covers the financial machinery underneath the commercial model: how revenue is recognised, how it's forecast, and how margin is modelled once compute cost (not headcount) is the primary variable cost of delivering the product. It also covers the health metrics a board actually reads, and whether those metrics still mean what they used to.

Net Revenue Retention was built for a world where a seat cost the business the same amount whether it was used heavily or barely touched. That assumption quietly breaks in a consumption world, and the break gets worse, not better, as the underlying product improves.

Why it's breaking now

When a product becomes more efficient and a customer gets the same outcome for less spend, standard NRR records that as revenue contraction: at the exact moment the customer became happier and stickier. The fix isn't abandoning NRR outright; it's demoting it to a lagging summary and running the business on value realised, weighted by contribution margin, tracked closer to real time than a trailing twelve month delay allows.