A MESA GROUP RESEARCH SUMMARY
Almost No One Has Named the Owner
What McKinsey found when it asked who is actually in charge of AI
McKinsey and Company, The State of AI · A Mesa Group summary
Most research on enterprise AI measures whether it worked. McKinsey asked a different question. Who is in charge of it. The answer is the more useful finding.
The finding
28% have a CEO who owns AI governance
In McKinsey's survey of organizations using AI, 28 percent reported that the chief executive is responsible for overseeing AI governance. Seventeen percent reported that the board oversees it.
Notably, the share with CEO ownership is smaller at larger organizations, not larger. Scale did not produce clearer ownership. It diluted it.
The detail underneath
The more revealing number is not the 28 percent. It is what McKinsey found inside the organizations that do have governance ownership. On average, two leaders are in charge of it.
Authority held jointly by two people is not the same as authority held by one. It is the arrangement where each assumes the other is watching, where a decision either happens twice or does not happen at all, and where accountability after the fact resolves into a conversation about who was supposed to.
McKinsey reported it as a neutral observation about how companies organize. Read as a structural finding, it describes a specific and common failure of ownership, occurring at the top of the enterprise, at scale.
The other number in the same study
Only 21 percent of organizations using generative AI reported having fundamentally redesigned any workflows for it.
Put beside the ownership figures, a picture forms. AI is being introduced into operations that have not been redesigned to receive it, under governance that in most companies no named executive owns, and where ownership exists it is frequently shared.
Why it matters
Every automated decision has an owner or it does not. If it does not, the absence is not discovered on a normal day. It is discovered on the day the decision goes somewhere no one approved, and the question of who was accountable gets asked for the first time under pressure.
The survey suggests that for most organizations, that question has not been answered in advance.
THE ORIGINAL STUDY
McKinsey and Company, QuantumBlack. The State of AI: How organizations are rewiring to capture value.
This page is a Mesa Group summary of independent research published by the organization named above. Mesa Group has no affiliation with it. Read the full study at the link.
ABOUT MESA GROUP
Mesa Group is a professional services firm in the Command Mapping category. The firm maps decision authority across an organization's operations and builds the working systems that authority calls for, delivered with full client ownership. Mesa Point leads the mapping practice. Mesa Built leads the building practice.The firm's principle is constant: automation with authority.