In the life of organizations, there are truths that we prefer to ignore, until the day they brutally remind us of their existence. The image of an iceberg illustrates this better than any other: the part above the water sometimes gives us the impression that we are not facing an insurmountable obstacle, but the danger lies beneath the water in that invisible mass that can sink even the most solid ships.
This is exactly what Sidney Yoshida wanted to show in the late 1980s. By closely observing the workings of several Japanese factories, he put figures on a reality that many felt but could not demonstrate. And the figures are painful: executives are aware of only 4% of their business’s problems, middle managers see barely 9%, supervisors 74%, and only front-line employees, those who run the machine on a daily basis, have a complete picture. In other words, the higher you go, the less you see, and at the top, only a tiny reflection of reality remains.
In short:
- Business leaders only have access to a limited fraction of the real problems, due to hierarchical filters and truncated information flow, as Sidney Yoshida demonstrated with his “iceberg of ignorance“.
- Despite the current abundance of data and technological tools, essential information from the field—weak signals, blockages, gaps between discourse and practice—remains largely invisible or ignored.
- A culture of silence persists in many organizations, preventing employees from freely expressing the difficulties they encounter, which perpetuates managerial blindness.
- The role of management must evolve towards creating a climate of active listening and collective information processing, valuing feedback from the field as a lever for intelligence and organizational coherence.
- Given the limitations of automated summaries, direct contact with reality (management by walking around, gemba walk) remains essential for lucid governance capable of integrating numerical data and operational experience.
Yoshida’s observation
It cannot be said that the discovery came as a surprise to many, but the scale of the figures is nonetheless frightening. Managers had to admit that their supposed global vision was only a fragment, a small portion of the truth. They thought they were well informed, steering the organization with reports, figures, and meetings, but in reality they were living in a bubble, protected, or rather locked in by successive layers of hierarchical filters (Why corporate governance fails despite good intentions).
And this bubble did not burst despite the technological inflation that means we are potentially overwhelmed with data. Even today, with a profusion of dashboards, KPIs, and reports, executives are still prisoners of truncated, even biased, information. The figures give the illusion of a clear and controlled situation, but they say nothing about the gaps between what is said and what is actually done, nor about the daily workarounds that enable teams to keep going despite procedures, or the irritants that prevent them from doing their job and ultimately undermine their motivation (Work about work: when the reality of work consists of making things that don’t work work).
What Yoshida tells us is that ignorance does not come from a lack of data, but from an inability to hear anything other than what fits with the official review, from functional compartmentalization, organizational silos, gaps in upward communication channels, and incomplete or selective information flow.
A universal problem
One might have thought that thirty years of technological and managerial progress would have been enough to solve the problem, but Yoshida’s iceberg continues to wreak havoc in most businesses. Hierarchical layers still filter information, managers are content with a sanitized version of reality, and the distance between those who make decisions and those who know is not shrinking—quite the contrary.
Even more worrying is the culture of silence that is growing in many organizations (Why employee silence is management’s biggest failure). Employees know they have to weigh their words carefully, that it is better to remain silent than to come across as negative or upset an unresponsive hierarchy. Implicit rules such as “if you come with a problem, come with a solution” create a climate of fear and, under the guise of empowerment, silence those who could report malfunctions (Silencing those who see a problem but don’t have the solution is foolish).
Ultimately, it’s a familiar scenario that has been repeated day after day since the dawn of business: the warning signs are there, they are ignored, and when reality sets in, it’s too late to correct the situation.
Why this matters today
In this era of digital transformation, agility, and employee experience as a mantra, it would be easy to believe that things have changed, but in fact they have not. Most projects fail not because of a lack of budget or expertise, but because the voice of the field has not been heard. Those who do the work immediately see the obstacles or inconsistencies, but their warnings are ignored, sometimes deliberately, sometimes out of inertia.
This is the paradox of the world we live in today: never before has information been so abundant, never before have businesses collected so much data, and yet they deprive themselves of the essential, namely lived experience. Dashboards measure everything except what really matters: the small blockages that slow down the machine, the invisible practices and workarounds that enable day-to-day survival, and the irritants that destroy motivation.
What management must do
The iceberg of ignorance persists because businesses still confuse the role of management with that of a mere receptacle for information. But a manager is not only there to receive and sort through feedback; they are there to create the conditions that will allow this information to circulate, be heard, put into perspective, and integrated into the collective dynamic. This is a function of design, not arbitration: designing a climate where speaking up is not perceived as a risk, but as a normal contribution to the life of the organization.
This requires understanding that problems do not exist to embarrass management, but to remind us that every living organization is subject to friction. Identifying them does not mean that we are failing; on the contrary, it means that we have a sensitive and vigilant system in place. The manager’s role is therefore less about demanding solutions than about considering each problem as a vital signal, comparable to pain for an organism: unpleasant, but essential for survival.
Another challenge lies in the collective processing of information. Too often, the alert is picked up but remains confined to a bilateral relationship between the employee and their superior. However, the value really comes to light when these perceptions are shared, compared, and cross-referenced with other experiences. The manager then acts as a catalyst, transforming an individual observation into collective intelligence, aggregating what might have remained isolated murmurs into material for decision-making.
Finally, it should be remembered that the credibility of management depends less on what it says than on the consistency between what it says and what it does. It is pointless to show a willingness to listen if every signal picked up ends up in a drawer. Trust is built over time and depends on the ability to follow up, even modestly, on what has been expressed. It is this link between listening and action, between feedback and change, that breaks the cycle of ignorance and allows the hidden part of the iceberg to melt.
Rehabilitating management by walking around
As artificial intelligence agents become the main filters of information, the risk is not only economic or cognitive: it is also managerial. As everything is summarized, reformulated, and simplified, decision-makers are increasingly distanced from reality. They end up interacting only with summaries, whether they come from a dashboard, a report, or now AI, and lose the ability to perceive the reality of situations.
This is a point identified by Yves Morieux in his excellent book Smart Simplicity: managers and executives have no idea what people are really doing on the ground, and this is where organizational complications and dysfunctions arise (How to Manage Complexity without Getting Complicated).
This phenomenon is not new. In the 1980s, Tom Peters and Robert Waterman had already highlighted the importance of management by walking around in their book In Search of Excellence. The idea was as simple as it was effective and powerful: a leader should spend time circulating within the organization, observing, talking directly with teams, and seeing for themselves what was happening. The aim was to break the dependence on reports and indicators and to reconnect with everyday reality.
This practice echoed Japanese methods that had inspired part of modern management, in particular the concept of gemba in the Toyota production system. Gemba, literally “the real place”, is where value is created: the workshop, the assembly line, the store, the office where the work is actually done. The gemba walk consists of managers regularly visiting the site, not to control, but to observe, understand, listen, and ask questions. This immersion allows them to identify problems as soon as they arise, detect weak signals, and be more pragmatic in their decision-making.
In the age of artificial intelligence, where information flows risk being standardized and impoverished by automatic filters, the spirit of management by walking around is more relevant than ever. Getting closer to the field means refusing to rely exclusively on summaries generated by models, however sophisticated they may be. It also means seeking out nuance where it exists: in interactions with those who live the reality of the field, in direct observations, in confrontation with reality.
It is not a question of rejecting AI, but of supplementing it with a discipline of proximity. Reading the sources themselves rather than just their summaries, meeting the people involved rather than relying on an automated report, observing for oneself rather than delegating the task of describing the situation entirely to an agent. As in Japanese factories, where managers had to “go and see“”“ in order to understand, it is now essential to recreate these moments of direct exposure, where we expose ourselves to reality rather than settling for a simplified and expurgated version of it.
It is counterintuitive but oh so realistic: while technological tools promise us increased efficiency, a form of managerial excellence urges us to slow down, walk, look, talk, and feel. In other words, to do what machines cannot do for us.
Towards augmented governance?
Yoshida’s iceberg does not only concern the relationship between managers and their teams as it also questions the decision-making process as a whole. Governance based on filtered, delayed, or sanitized information is doomed to make incomplete, sometimes inconsistent decisions that are often disconnected from the realities on the ground.
Conversely, an organization that agrees to open up information channels and incorporate the voice of the field into its strategic choices builds a form of governance that can be described as augmented. Augmented, not by technology alone, but by the combination of several sources of knowledge: the figures produced by the systems, the analyses from the dashboards, and the feedback from employees who describe the day-to-day life of the business. It is also augmented by the collaborative dynamic that results from sharing and putting this information into perspective, because it is not a question of letting AI decide in place of managers, but of allowing it to fuel an informed debate. This blend of quantitative and qualitative data raises the quality of the decision-making process and gives it a more robust foundation (Augmented governance: AI as a lever for collective lucidity).
This is precisely what distinguishes clear-sighted and lucid businesses from others: they do not seek to control reality remotely through indicators, but to enrich their decisions through the constant comparison of what the numbers say and what people are experiencing. Augmented governance is not an intellectual luxury but a condition for survival in an environment where blindness comes at a high price.
Bottom line
Yoshida’s iceberg has not melted; it is still there, and too many organizations continue to crash into it. Leaders still delude themselves into thinking they see clearly, when in fact they only have access to a carefully filtered fraction of reality.
Managerial courage means diving beneath the surface, accepting to face what we would rather ignore, and using it as raw material for decision-making. It is not the tip of the iceberg that sinks ships, but the part we stubbornly refuse to look at. Businesses don’t disappear because of what they know, but because of everything they don’t know and don’t want to hear.
To answer your questions
Sidney Yoshida showed that managers perceive only 4% of actual problems, while frontline employees see nearly 100%. The higher up the hierarchy, the more limited the vision. This gap is not due to a lack of data, but to hierarchical filters, silos, and a culture that selects what gets reported. The iceberg symbolizes this invisible reality, which ultimately weakens organizations if it is not recognized.
Dashboards and KPIs give the illusion of clarity, but they do not reflect the daily workarounds and concrete obstacles encountered by teams. Information remains filtered and often sanitized. It is not the quantity of data that is lacking, but rather listening to the field and recognizing weak signals. Technology alone cannot correct this structural bias.
Ignoring weak signals leads to failed projects, loss of motivation, and decisions that are disconnected from reality. It also weakens internal trust, as employees feel that their experience is being overlooked. In the long term, this disconnect is costly in terms of strategic errors and competitiveness. Creating a culture where voices are heard is therefore a vital issue.
Managers must create an environment where everyone can express themselves without fear. Problems should be seen as useful signals, not as annoying criticisms. The key is to transform individual feedback into collective intelligence and to show that every alert leads to action. This consistency builds trust and brings management closer to the front line.
In this age of automated summaries and AI, there is a risk of losing direct contact with reality. Management by walking around, or gemba walk, involves going out into the field to observe and listen. This allows you to pick up on nuances and subtle signals that reports don’t show. This proximity complements digital tools and improves the quality of decisions.
