Originally published on Psychology Today
Key Points
- Organizations miss threats when they fail to recognize signals they already have.
- Psychological safety helps people speak up, but incentives and coordination determine whether anyone acts.
- Specialized teams often see pieces of a challenge, but not the whole picture.
Most executives I discuss disruption with tell me the same thing: “If only I saw it coming.” But the real question is: Were they looking hard enough?
Before most disruptions become obvious, they appear as weak signals: customers behaving differently, employees raising concerns, competitors experimenting with new business models. Someone almost always sees the change coming. The challenge is recognizing what matters in the information the organization already possesses, before it’s too late.
In Rogue Waves, I wrote that the biggest competitive advantage isn’t predicting the future but identifying weak signals before everyone else dismisses them as noise.
The cost of fitting in
Irving Janis called it groupthink: when cohesive groups prioritize agreement over critical evaluation. Confirmation bias makes us look for evidence that supports what we already believe, while conformity pressures employees to protect relationships instead of raising uncomfortable questions.
It’s human nature to want to fit in. Couple that with organizational expectations and incentives for doing so, and it’s no wonder employees quickly learn which ideas are rewarded and which ones to let go.
That’s why organizations rarely fail because no one recognizes the problem. They fail because the people who recognized it didn’t believe the organization was ready to hear it or didn’t understand it in the greater context.
The elephant problem
The classic story about the blind men and the elephant illustrates this point perfectly. To one man the trunk feels like a snake, another interprets a leg as a tree, and yet another thinks a tail is a rope. None are wrong; they just hold only a piece of the picture.
Organizations work the same way. Sales starts to notice a change in customer behaviors. Ops is dealing with new supply chain problems. Finance is feeling margin pressures, and HR is noticing a rise in employee burnout. Marketing spots a new competitor or market trend. Each team holds a piece of the truth, but the pieces rarely come together on their own.
This is the Elephant Problem: Organizations suffer because their intelligence is fragmented across departments, reporting structures, and functional silos.
A 2026 study of 576 enterprise employees in China found that psychological safety strengthened team performance, but that effect weakened as teams became more diverse in the specialized knowledge they held. Diversity of knowledge is exactly the resource an organization needs to see the whole animal.
While psychological safety can be necessary, the Elephant Problem shows it isn’t sufficient on its own. Someone, or some process, still has to pull the trunk, the leg, and the tail into one description of the animal.
Psychological safety gets you the signal, but not the decision
Google’s Project Aristotle found that the strongest predictor of team performance wasn’t intelligence, experience, or technical expertise. It was psychological safety. Amy Edmondson’s research demonstrates that organizations learn faster when people feel safe asking difficult questions and challenging assumptions before those assumptions become expensive.res the ability to recognize when yesterday’s expertise is no longer enough for tomorrow’s challenges.
Psychological safety lets the person holding the trunk feel confident to say, “I think this might be a snake” out loud. What it doesn’t do on its own is encourage them to look at the whole animal or act on their observation.
It produces the raised hand, but it does not produce the business decision, the budget approval, or the authority to act on what was said. Those come from the incentives that make speaking up worth the risk, and the coordination that gets the observation to someone who can do something about it. Without those, psychological safety just produces a room full of people who feel safe saying true things that go nowhere.
Organizational debt hides reality
When someone raises their hand or makes an observation, the signal still has to travel. Approval layers, processes, and hierarchy create friction that slows information before it reaches the people who can act on it.
The observation may become a metric on a dashboard, or a pitch for a new business model, or a bullet in the next quarterly report. The reality of the observation is the same, but the organization’s ability to recognize and act on it lessens. Every extra layer between a signal and a decision-maker is one more place a fragment of the picture can get lost.
Fixing the coordination problem
As I discuss in my book AI and the Octopus Organization: Building the Superintelligent Firm, the companies adapting to disruption and change the fastest aren’t necessarily the ones investing the most in AI. They are those leveraging AI as they completely redesign how knowledge moves throughout an organization so people can act faster. Travelers, for instance, uses AI-powered knowledge management to surface expertise from across the organization so frontline employees can decide without waiting on the management chain. Microsoft has been experimenting with “work charts” that structure teams around shared tasks rather than strict reporting lines.
Both approaches solve the same underlying friction: They connect the pieces of the elephant before administrative layers can isolate them. The technology is the enabler, but the business motivation is faster decision-making.
How leaders can adapt
Deciding what deserves attention takes judgment, and that’s exactly what technology doesn’t replace. Incentivizing employees and removing the obstacles that will turn observation into action are paramount.
One of the most dangerous failures of judgment is quiet: If everyone agrees, we must be right. Consensus feels reassuring, but sometimes it’s the first warning sign. Organizational failure is rarely an information problem. It is an action problem. The leaders who thrive will be the ones who build organizations where someone can say the elephant might be a snake, and the room stops to check.
