Abstract
In an era of artificial intelligence, abundant data and persistent uncertainty, the defining capability of effective management is no longer decision-making alone but managerial judgement. This article argues that while decision-making involves selecting among alternatives, judgement is the higher-order capability that frames problems, evaluates evidence, balances competing priorities and determines when action should be taken despite incomplete information. The article contends that advances in analytics have increased rather than diminished the value of human judgement. As analysis becomes increasingly automated, competitive advantage depends on leaders who can interpret complexity, exercise sound judgement and foster organisational learning. Five practices are identified that strengthen managerial judgement and concludes that organisations capable of cultivating judgement, not simply improving decision processes, will be better equipped to navigate uncertainty, adapt to change and achieve sustained strategic advantage.
Every executive eventually confronts a decision for which there is no spreadsheet, algorithm or consultant’s report that can provide the answer. Should the company acquire a struggling competitor? Invest heavily in artificial intelligence? Exit a market after years of investment? Or continue funding a strategy that has yet to deliver results? These are not simply decisions. They are tests of judgement.
For decades, management was largely viewed as a discipline of analysis. Better information, more sophisticated models and rigorous planning were expected to produce better decisions. Today, however, executives operate in a world where uncertainty is not an exception but a permanent condition. Markets shift rapidly, technologies evolve unpredictably, geopolitical events disrupt supply chains, and customer expectations change faster than organisations can respond. Waiting for certainty is rarely an option.
Paradoxically, while organisations have access to more information than ever before, leadership has become harder rather than easier. Artificial intelligence, predictive analytics and real-time dashboards have dramatically improved the ability to process data, yet they have not removed uncertainty. Instead, they have made one capability more valuable than ever: judgement.
Judgement versus decision-making
Decision-making and judgement are often treated as synonymous, but they are fundamentally different. Decision-making is the act of selecting a course of action. Judgement is the capability that makes good decisions possible. It shapes how problems are framed, which evidence is trusted, whose opinions are considered, what risks deserve attention and when it is time to act despite incomplete information. Simply put, decisions are visible; judgement is the invisible capability behind them.
This distinction matters because executives are not rewarded for making decisions alone. They are rewarded for making decisions that consistently create value over time. A successful decision may reflect good judgement, but it may also reflect luck. Equally, a well-reasoned decision can produce disappointing outcomes because markets, competitors or external events change unexpectedly. What distinguishes exceptional leaders is not that every decision succeeds but that their judgement remains consistently sound across many decisions.
This shift in emphasis has profound implications. Organisations have invested heavily in improving decision support through data, analytics and artificial intelligence. Far less attention has been paid to developing judgement itself. Yet as information becomes increasingly commoditised, judgement is emerging as the true source of competitive advantage.
From analysis to action
The foundations for this perspective have existed for decades. Herbert Simon demonstrated that managers operate under conditions of bounded rationality. They rarely possess complete information, unlimited time or perfect foresight. Instead of seeking optimal solutions, they settle for solutions that are sufficiently good given the circumstances.
Subsequent research reinforced this view. James March showed that organisations learn through experimentation rather than perfect planning. Karl Weick argued that managers make sense of uncertainty while acting rather than before acting. Gerd Gigerenzer demonstrated that simple heuristics frequently outperform complex optimisation under uncertainty, while Daniel Kahneman and Amos Tversky revealed the cognitive biases that shape human judgement. Collectively, this work transformed management thinking. It replaced the unrealistic image of perfectly rational managers with a more realistic understanding of leadership as a process of acting under uncertainty.
Yet there is a further step to take. Much of this literature still focuses on decisions as discrete events. Executives experience something different. For them, strategy is not a sequence of isolated decisions but a continuous exercise in judgement. A board may formally approve an acquisition on a single afternoon, but the judgement behind that decision develops over months of conversations, debates, revisions and changing assumptions. New evidence emerges, priorities shift, stakeholders disagree, and implementation reveals unexpected obstacles. The formal decision is merely the visible conclusion of a much longer process.
Managers therefore do not simply make decisions; they manage judgement.
Why is analysis not enough
Analysis remains indispensable. Financial models, market research and scenario planning all improve decision quality by clarifying assumptions and reducing avoidable errors. However, no model can determine whether a company should pursue an ambitious acquisition, commit to a disruptive technology or enter an unfamiliar market. These choices require interpretation rather than calculation.
Two experienced executives can examine identical data and reach different conclusions because they assign different significance to organisational culture, competitive dynamics, political risk or strategic timing. Neither decision emerges directly from the numbers. Analysis informs judgement; it does not replace it.
One of the greatest risks facing organisations today is therefore not poor analysis but analysis paralysis. As data becomes more abundant, the temptation is to postpone commitment until uncertainty disappears. Yet uncertainty rarely disappears. Instead, opportunities often disappear first. Experienced leaders recognise that there is a point at which additional analysis contributes little to better judgement. Beyond that point, delaying action becomes a decision in itself.
Judgement in the age of AI
Artificial intelligence has intensified this challenge rather than reducing it. AI can identify patterns, forecast trends, and process enormous quantities of information in seconds. It is already transforming operational decisions in areas such as pricing, logistics, fraud detection and resource allocation. These capabilities will continue to expand.
What AI cannot do is determine organisational purpose, reconcile competing values or decide how much uncertainty is acceptable. It cannot judge whether preserving organisational culture is more important than achieving short-term efficiencies or whether entering a politically unstable market aligns with a company’s long-term strategy.
Those questions remain fundamentally human.
As analytical technologies improve, the executive’s role shifts away from information processing towards interpretation. The comparative advantage of leaders increasingly lies in asking better questions, balancing competing priorities and exercising sound judgement when no option is risk-free. The future of management is therefore unlikely to belong to those with access to the most information. It will belong to those who consistently exercise the best judgement.
Building better judgement
If judgement is the defining capability of modern management, the obvious question is whether it can be developed. The answer is yes—but not through better decision models alone. Judgement improves through experience, disciplined reflection and organisational cultures that encourage thoughtful debate rather than blind consensus.
Too many organisations judge decisions solely by their outcomes. A successful acquisition is celebrated; a failed product launch is criticised. Yet outcomes often reveal little about the quality of managerial thinking. A well-reasoned decision can fail due to unexpected geopolitical events, technological disruption, or changes in customer behaviour. Equally, a poorly reasoned decision may succeed simply because circumstances happen to be favourable.
This distinction is crucial. Organisations that reward outcomes alone often reinforce the wrong behaviours. Managers become risk-averse after intelligent failures or overconfident after fortunate successes. Better organisations ask a different question: Was our judgement sound given what we knew at the time?
Answering that question shifts attention from blame to learning. Instead of searching for someone to hold responsible, leaders examine assumptions, identify overlooked evidence and ask what should be done differently next time. Over time, this creates a culture where judgement improves continuously rather than episodically.
Developing judgement also requires recognising that it is not solely an individual capability. Leadership is often portrayed as the ability of exceptional individuals to make difficult decisions. In reality, consistently good judgement is usually a property of the organisation rather than the individual. It depends on whether people feel able to challenge assumptions, whether expertise is shared across functions and whether dissent is treated as an asset rather than a threat.
The best leaders understand this instinctively. They spend less time trying to appear infallible and more time creating environments in which the organisation thinks well together. Their role is not simply to make decisions but to build the conditions in which good judgement becomes routine.
How leaders build better judgement
While every organisation is different, five practices consistently distinguish leaders with strong judgement.
First, they recognise that not all decisions deserve the same attention. Some decisions are easily reversed; others commit the organisation for years. Effective leaders move quickly where experimentation is possible and slow down when choices are difficult to reverse. This prevents bureaucracy while ensuring that strategically important decisions receive appropriate scrutiny.
Second, they know when enough evidence is enough. Gathering more information is valuable only if it changes understanding. Beyond a certain point, additional analysis delays action without improving judgement. Experienced executives recognise when uncertainty must be accepted rather than eliminated.
Third, they encourage constructive disagreement. Better decisions rarely emerge from immediate consensus. They emerge when different perspectives challenge assumptions before commitments are made. Organisations that encourage respectful debate expose hidden risks earlier and avoid the false confidence that often accompanies groupthink.
Fourth, they evaluate the quality of reasoning rather than outcomes alone. Intelligent risk-taking should not be punished simply because circumstances changed. Likewise, fortunate outcomes should not excuse poor thinking. Assessing how decisions were reached is far more valuable than judging them solely by what happened afterwards.
Finally, they make learning part of every important decision. Major projects, acquisitions and strategic initiatives should conclude with structured reflection. What assumptions proved correct? Which signals were missed? What would the organisation do differently next time? These reviews transform experience into organisational knowledge and steadily improve collective judgement.
None of these practices is especially complicated. Yet together they create organisations that learn faster, adapt more effectively and make better decisions over time.
Judgement as a competitive advantage
For decades, organisations competed through scale, operational efficiency and access to information. Those advantages are becoming increasingly difficult to sustain. Information is abundant, analytical software is widely available, and artificial intelligence is rapidly democratising sophisticated analysis. Judgement, however, remains scarce.
Competitors can copy products, recruit talented employees and purchase similar technologies. They cannot easily replicate an organisational culture that consistently exercises sound judgement. Such cultures are built over years through trust, intellectual humility, disciplined debate and a willingness to learn from experience. This is why judgement is becoming one of the few genuinely sustainable sources of competitive advantage.
The implications extend beyond senior executives. Boards should evaluate the quality of strategic reasoning rather than simply financial outcomes. Leadership development should devote as much attention to judgement, reflection and critical thinking as it does to analytical techniques. Management education should focus on teaching students not only how to analyse problems but also how to exercise judgement when analysis alone is insufficient.
Research has an important role to play here. The greatest contributions to management have never been those that merely explained organisations; they have been those that helped managers think more clearly and act more effectively. Simon’s bounded rationality, March’s behavioural theory of the firm, Weick’s sensemaking and Gigerenzer’s work on heuristics have endured because they illuminate the realities of management rather than offering unrealistic prescriptions. The next step is to place judgement at the centre of management thinking.
Conclusion
Management has always been associated with decision-making, but the challenges confronting contemporary organisations suggest a more fundamental truth. Managers do not create value simply by making decisions. They create value by exercising sound judgement before, during and after those decisions are made.
In an era defined by artificial intelligence, abundant data and accelerating change, this distinction matters more than ever. Technology will continue to improve our ability to analyse information, model alternatives and predict outcomes. It will not remove uncertainty, reconcile competing values or assume responsibility for strategic choices. Those remain uniquely human tasks.
The organisations that will succeed in the coming decade will therefore not necessarily be those with the most sophisticated algorithms or the largest datasets. They will be those that cultivate better judgement: organisations that encourage rigorous debate, act decisively despite uncertainty, learn continuously from experience and treat judgement as a capability to be developed rather than a talent to be admired.
Data has become abundant. Analysis is increasingly automated, but judgement remains scarce. That is why judgement is no longer simply a leadership skill. It is becoming the defining capability of management and one of the most important sources of enduring competitive advantage.
Bibliography
Bartunek, J.M. and Rynes, S.L. (2014) ‘Academics and practitioners are alike and unlike: The paradoxes of academic–practitioner relationships’, Journal of Management, 40(5), pp. 1181–1201.
Bazerman, M.H. and Moore, D.A. (2022) Judgment in Managerial Decision Making. 9th edn. Hoboken, NJ: Wiley.
Cavarretta, F. and Greco, M. (2021) ‘Bounded rationality and managerial decision making’, Academy of Management Annals, 15(1), pp. 123–162.
Cristofaro, M. (2020) ‘I feel and think, therefore I am: An affect-cognitive theory of management decisions’, European Management Journal, 38(2), pp. 344–355.
Cristofaro, M. (2022) ‘Organizational sensemaking: A systematic review and a co-evolutionary model’, European Management Journal, 40(3), pp. 393–405.
Cristofaro, M., Augier, M., Lovallo, D., Abatecola, G. and Leoni, L. (2024) ‘Behavioral strategy in evolution: A review and conceptual framework’, European Management Journal, 43(6), pp. 914–932.
Cyert, R.M. and March, J.G. (1963) A Behavioral Theory of the Firm. Englewood Cliffs, NJ: Prentice-Hall.
Dane, E. and Pratt, M.G. (2007) ‘Exploring intuition and its role in managerial decision making’, Academy of Management Review, 32(1), pp. 33–54.
Eisenhardt, K.M. and Zbaracki, M.J. (1992) ‘Strategic decision making’, Strategic Management Journal, 13(S2), pp. 17–37.
Gigerenzer, G. and Gaissmaier, W. (2011) ‘Heuristic decision making’, Annual Review of Psychology, 62, pp. 451–482.
Hammond, J.S., Keeney, R.L. and Raiffa, H. (1998) ‘The hidden traps in decision making’, Harvard Business Review, 76(5), pp. 47–58.
Kahneman, D. (2011) Thinking, Fast and Slow. New York: Farrar, Straus and Giroux.
Kelemen, M. and Bansal, P. (2002) ‘The conventions of management research and their relevance to management practice’, British Journal of Management, 13(2), pp. 97–108.
Kieser, A., Nicolai, A. and Seidl, D. (2015) ‘The practical relevance of management research: Turning the debate on relevance into a rigorous scientific research program’, Academy of Management Annals, 9(1), pp. 143–233.
Klein, G. (1998) Sources of Power: How People Make Decisions. Cambridge, MA: MIT Press.
Langley, A., Smallman, C., Tsoukas, H. and Van de Ven, A.H. (2013) ‘Process studies of change in organization and management’, Academy of Management Journal, 56(1), pp. 1–13.
March, J.G. (1994) A Primer on Decision Making: How Decisions Happen. New York: Free Press.
Mitchell, R.K., Randolph-Seng, B. and Mitchell, J.R. (2011) ‘Dialogue: Socially situated cognition: Imagining new opportunities for entrepreneurship research’, Academy of Management Review, 36(4), pp. 774–776.
Neiroukh, S., Emeagwali, O.L. and Aljuhmani, H.Y. (2025) ‘Artificial intelligence capability and organizational performance: Unravelling the mediating mechanisms of decision-making processes’, Management Decision, 63(10), pp. 3501–3532.
Nicolai, A. and Seidl, D. (2010) ‘That’s relevant! Different forms of practical relevance in management science’, Organization Studies, 31(9–10), pp. 1257–1285.
Rynes, S.L. (2012) ‘The research–practice gap in industrial and organizational psychology’, in Kozlowski, S.W.J. (ed.) The Oxford Handbook of Organizational Psychology. Oxford: Oxford University Press, pp. 409–452.
Simon, H.A. (1947) Administrative Behavior. New York: Macmillan.
Simon, H.A. (1955) ‘A behavioral model of rational choice’, Quarterly Journal of Economics, 69(1), pp. 99–118.
Tetlock, P.E. and Gardner, D. (2015) Superforecasting: The Art and Science of Prediction. New York: Crown Business.
Tversky, A. and Kahneman, D. (1974) ‘Judgment under uncertainty: Heuristics and biases’, Science, 185(4157), pp. 1124–1131.
Van de Ven, A.H. (2007) Engaged Scholarship: A Guide for Organizational and Social Research. Oxford: Oxford University Press.
Weick, K.E. (1995) Sensemaking in Organizations. Thousand Oaks, CA: Sage Publications.
Wickert, C., Post, C., Doh, J.P., Prescott, J.E. and Prencipe, A. (2021) ‘Management research that makes a difference: Broadening the meaning of impact’, Journal of Management Studies, 58(2), pp. 297–320.

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