“we need to make sure that we have infrastructure that enables teams to move fast with testing uh so that we can speed up that test and learn process and be moving as quickly as these trends are moving”

Build fast testing infrastructure — set-and-forget monetization is dead

Alice's closing takeaway from synthesizing 11 subscription experts: the single most important investment for 2025 is fast testing infrastructure for pricing and packaging. Monetization used to be a set-it-and-forget-it decision; now pricing norms, payment flows, and hybrid models shift fast enough that the inability to test quickly is a competitive disadvantage. Speed of iteration on monetization is a moat, not just an operational nicety.