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AI notetakers are ruining decision-making

9th Oct 2026 | 05:00am

Every generation of leaders has been judged on their decisions. Ours may be the first judged on every draft, discussion, hesitation, and deleted comment that preceded them.

Leadership has always required making imperfect decisions with incomplete information. What has changed is that every aspect of the decision-making process is now recorded and stored indefinitely. All our collaboration tools such as emails, Slack posts, meeting notes, and AI Copilot logs preserve every detail of our deliberations and discussions for future scrutiny.

Under the harsh glare of this perfect visibility, leaders are becoming less afraid of making the wrong decision and more afraid of the trail they’re leaving behind. As a result, they increasingly optimize for defensibility rather than decisiveness.

Why more transparency leads to more indecision

There is no doubt that inefficient decision-making costs organizations hundreds of millions of dollars annually in lost productivity and managerial time. But why do leaders delay their decisions in the first place?

We tend to blame “overthinking” or “lack of data” whenever a leader hesitates, but in many cases, leaders are just managing reputational risk. When every decision becomes part of your permanent professional record, caution starts to look like competence.

Kimberly Valentine-Poska has spent more than three decades watching how high-stakes decisions are made, advising on transactions totaling billions of dollars as both an investment banker and a Deloitte partner, and now serving as an independent board director. Over those decades leaders haven’t gotten weaker. They’re just operating in a different decision-making environment, she told me when I asked her about this issue recently. Directors today face a level of transparency, documentation, and external scrutiny that simply didn’t exist earlier in her career.

When every decision leaves a digital trail, leaders’ focus shifts from making the best decision to making the one that is hardest to attack. The result is a growing gap between authority and action. Often, leaders do not actively choose to pause projects. Rather they simply lose urgency as meetings multiply and unanswered questions pile up. Over time, clarity and trust begin to erode. Employees stop expecting decisions altogether.

The way disagreement is expressed has also evolved. According to Valentine-Poska, leaders are increasingly softening objections and framing them as requests for additional information, instead of directly challenging assumptions.

This is particularly true among boards, especially less experienced ones. “Strong boards still challenge assumptions,” she explained in our discussion. “The difference is that experienced directors understand how to distinguish genuine diligence from delaying a decision simply because every discussion now feels permanent.”

In her experience, rather than waiting for certainty, the strongest leaders rely on established decision-making principles to provide the scaffolding necessary to act despite ambiguity. For these leaders, confidence under pressure doesn’t come from having all the answers, but from having clear, established decision-making processes before a critical issue arises.

How to reclaim momentum

Technology didn’t create indecisiveness. Analysis paralysis has always plagued decision makers, and delays caused by CYA exercises are a well-known peril of organizational life. But technology has dramatically expanded leaders’ anxiety. There is hope, however. Technology can actually help us by shedding light on our delays and bottlenecks. For this to work, however, companies should use it to diagnose problems, not surveil people.

Even if organizations make this shift, technology is only part of the solution. Culture contributes as well. Permanent visibility is a leadership philosophy that few organizations have questioned. For more than a decade, the corporate world has embraced “transparency.” We opened up workspaces, centralized communication on public channels, and demanded total visibility into every process and decision. We are now discovering that when everything is transparent, everything feels high stakes.

Psychological safety requires boundaries. If leaders aren’t given a safe space to pitch bad ideas, test flawed concepts, and change without having their every move recorded, they will simply refuse to commit anything to the permanent record. To fix indecision, organizations must protect the privacy of the process just as fiercely as they audit the final outcome.

In practice, this might mean switching off AI notetakers and recording tools during exploratory meetings, agreeing that early-stage brainstorming sessions will not be transcribed or circulated, and giving leaders opportunities to test unconventional ideas with a trusted colleague before presenting them more widely. The objective is to distinguish between the conversations in which people are still working out what they think and the decisions for which they must ultimately take responsibility.

The goal isn’t less visibility, but redefining what leaders are rewarded for being visible about. Organizations need leaders who can make thoughtful decisions without mistaking endless documentation for sound judgment. After all, the worst failure isn’t being wrong on the record but not being bold enough to lead at all.

The defining leadership skill of the AI era

How can companies strike this tricky balance between transparency and psychological safety? It requires leaders to distinguish between decisions that are easily reversible and those that are not. Jeff Bezos memorably called this the difference between “one-way doors” and “two-way doors.”

Reversible “two-way door” decisions should be made quickly. A team testing a new meeting format or adjusting a client presentation doesn’t need several rounds of approval or a detailed account of every discussion that led to the change. A brief record of the decision may be useful, but the process should leave room for experimentation and adjustment.

Irreversible “one-way door” decisions deserve more deliberate discussion and a clear record of the reasoning behind them. This doesn’t mean that every conversation needs to be documented. For example, before a major acquisition, the leadership team should be able to brainstorm freely without worrying that every tentative idea will become part of the formal record. Once the team moves into formal deliberation, though, the alternatives considered and the rationale for the final decision should be documented. This gives leaders room to think openly while preserving the accountability that consequential decisions demand.

“The best directors don’t treat every decision as equally permanent. Experience teaches you which decisions deserve extended deliberation, and which simply require informed judgment,” Valentine-Poska explains.

Making that distinction may become the defining leadership skill of the future. With AI supercharging transparency, great leaders need the judgment to know when to dot every i and cross every t, and when to just go ahead and make the call. They also need the wisdom to understand that more visibility inevitably leads to more hedging and hesitation.

Unless organizations find ways to fight back against this culture of defensiveness, tech-enabled transparency will produce people who can explain decisions but not make them.