Nobody Owned the Decision. Eight Months of Review Boards Did.

At a company I work for, my team once submitted an AI roadmap for board approval in August. The board approved it in December, with funding, four months after we asked. Approval was not the finish line. An IT governance process still required use-case justification before anything could actually be built, and the review board meant to evaluate that justification took four months just to become operational. Then it pivoted: everything now had to route through a new architectural review board instead, one that did not exist when we submitted the case in the first place.

IT approval finally came in April, eight months after we submitted the roadmap. By then, the specific AI models the original case had been built around had already gone through multiple iterations, superseded twice over, before the governance clock could catch up. We had spent eight months approving something that no longer represented the best available option by the time anyone could act on it.

What I carried through those eight months was not frustration at any one meeting. It was worry, for my team specifically, watching the industry move at its own pace while ours moved at the pace of whichever board happened to be reviewing us that month. Nobody in any of those rooms had done anything unreasonable. Each hand-off was individually defensible. That was exactly the problem.

The comfortable read on a process like that is careful diligence: multiple review boards, cross-functional buy-in, and protection from one person's rushed judgment on a major technology decision. Most technical leaders who have sat through a real governance process have made some version of that argument themselves, usually while the process is still running, because admitting otherwise means admitting the caution itself has a cost nobody is pricing.

Nobody at that company ever explicitly decided AI adoption should take eight months. No single person or body ever owned the decision end to end, so it defaulted to the sum of every review board's own independent cadence, each one reasonable on its own terms, none of them accountable for the total elapsed time. That is not paralysis. A decision did eventually get made. The cost is that governance assumes the underlying facts hold still while it deliberates, and the assumption breaks the moment the thing being governed moves faster than the calendar built to evaluate it.

This is the shape hiding under the headline stat that 86 percent of organizations say they are not ready for AI. McKinsey's own data cannot prove that a missing owner causes that unreadiness, and I am not going to claim a mechanism the data does not support. What the same research does show is that 88 percent of organizations report they are already deploying AI, so the gap is not a tooling problem. Of the structural facts actually measured, one in six organizations has no one who owns the decision at all, and only 14 percent say leadership is consistently championing it. Whatever the deeper cause of the immaturity, what I call Decision Clarity, a clear owner, defined inputs, and an explicit point of resolution, is the one variable in that data fully within a leader's control to fix tomorrow, and most are not touching it.

The fix is not another review board, and it is not simply asking the existing structure to move faster. It is naming one person empowered to compress or bypass sequential review specifically for AI-adoption decisions, the way most organizations already carve out an expedited path for anything genuinely time-sensitive. Normal governance assumes the facts hold still while it deliberates. AI's pace breaks that assumption structurally, which means the governance built for a slower category of decision will keep producing outcomes nobody wanted, no matter how careful any single board is being.

Name the AI decision currently moving through the slowest part of your own review process. Count how many approvals it has to clear before anyone can act, and ask whether a single one of those bodies is empowered to compress the timeline when the landscape is moving faster than the calendar. If the answer is no, that is the actual gap. Not whether your organization is AI-ready.

LeadershipOS™ has the full ritual for installing Decision Clarity before a decision like this one costs you eight months you cannot get back: http://TheLeadershipOSBook.com