The Team: The Engine of Collective Intelligence

Article 2 of 3

A learning organization possesses sustainable competitive advantages thanks to its capacity for anticipation, its strong internal culture, its rapid adaptation to market evolutions, and its unique collective knowledge, all while reducing risks associated with change. This series of three articles explores the learning organization from three intimately connected angles: the individual who learns, learning within the team, and learning more broadly across the organization.

Article 1 : Do you work in a learning organization?

Article 2 : The Team: The Engine of Collective Intelligence

Article 3 : The Organization: Transforming Learning into Competitive Advantage

From the team’s perspective, learning takes on a new dimension since the individual process of encoding new information and developing skills is now shared among several people. To evolve into a learning organization, it’s not just about all team members learning simultaneously, but rather ensuring these learnings are shared and co-constructed among them, in a context where the team has a performance responsibility.

Team learning is defined as a dynamic and collective process through which team members share, co-construct, and apply knowledge to improve their performance, adapt to changes, and generate innovation, going beyond a simple sum of individual learning (Decuyper, Dochy, and Van den Bossche, 2010). From a complementary perspective, Senge (1990) defines the discipline of team learning as the capacity to suspend judgment, engage in dialogue, and align visions to transcend individual limitations. The team is therefore the place where individual knowledge transforms into collective competence.

The Added Value of Team Learning

Team learning offers numerous benefits, including:

• Increased performance and efficiency: Learning teams optimize their processes through reflexivity and the storage of lessons learned, reducing recurring errors and accelerating the execution of complex tasks.
• Rapid adaptation to change: Thanks to external exchanges (boundary crossing) and co-construction, teams integrate outside information, fostering organizational agility in the face of uncertainty.
• Innovation and creativity: Constructive conflict and the sharing of diverse perspectives generate novel ideas.
• Engagement and talent retention: Environments that promote learning strengthen cohesion, reducing attrition and fueling intrinsic motivation.

Creating the Winning Conditions

To foster team learning and the development of a learning organization, social constructivism, based on the work of Lev Vygotsky, postulates that learning is necessarily embedded in a context marked by interactions between learners evolving in a cultural and social environment (Vygotsky, 1978). Organizations, just like societies, are no exception, as their members develop and maintain a culture unique to them. Indeed, one can easily imagine the type of behaviours that would emerge from an organization where mistakes, for example, are not welcomed as a means of learning.

The concept of the Zone of Proximal Development (ZPD) from Vygotsky is an excellent framework for the team. It defines the space where learning is most effective: where an individual exceeds their limits with the help of a more advanced peer, through temporary and gradual support. The ZPD illustrates how a team progresses together: members have varied skills and can mutually support each other to cross stages they could not have reached alone. This is manifested through collaborative learning, where each member benefits from the expertise or encouragement of others to surpass their own limits. The team that leverages the ZPD of each member actively contributes to the learning organization dynamic by allowing the emergence of collective skills that go beyond simple individual knowledge. These collective learnings within teams accelerate change and adaptation, as the collective intelligence produced by shared ZPDs becomes a leverage point for the entire system.

For collective learning to take shape, psychological safety among team members is a major prerequisite. Generally attributed to Carl Rogers, then developed by Amy Edmondson, the concept of psychological safety in a team refers to the shared belief that one can speak up, propose ideas, ask questions, or make mistakes without fear of being judged, humiliated, or penalized by other members (Edmondson, 1999). Concretely, this creates a climate where people dare to take calculated interpersonal risks, knowing they can be themselves, show vulnerability, and try new things — even if everything is not perfect. This climate is extremely valuable for the team. It can be observed through easier exchanges and collaborations, as everyone feels accepted and valued, regardless of the situation. Everyone can learn from their mistakes and those of others, which fosters innovation and collective development. Mutual trust and respect allow teams to better face challenges and seize team learning opportunities. This type of climate promotes collaboration, mutual trust, and cross-functionality among teams, which increases the capacity to solve complex problems consistently and efficiently.

The Mechanics — How to Implement Team Learning Concretely?

If psychological safety is the necessary soil, the integrative model of team learning proposed by Decuyper, Dochy, and Van den Bossche (2010) provides us with the concrete mechanics. This model defines team learning not as a one-time result, but as a dynamic and circular process aimed at the team’s continuous improvement. It synthesizes the observable behaviours through which members transform their individual knowledge into a collective competence. For a manager or an Organizational Development team, this model is a true dashboard: it allows for precisely identifying the levers to act upon to encourage co-creation and knowledge integration, whether through critical debate, information exchange, or the capitalization of lessons learned. The core of this model rests on seven interrelated behaviours which, when adopted, ensure the team is truly learning to transform itself.

1. Sharing: This is the starting point: the exchange of individual information and perspectives. Collective learning can only be triggered if team members put their cards on the table. Tip: Integrate structured (and not optional) moments for briefings or updates where each member must present a new fact or perspective related to the project.
2. Co-construction: This involves the collective elaboration of shared meaning and knowledge. Once the information is shared, the team works together to give it a common meaning, ensuring everyone is “on the same page”. Tip: Use visual tools (whiteboards, mind maps) so the team can “see” the common knowledge being built before their eyes, thereby reinforcing collective memory.
3. Constructive Conflict: This is critical debate and productive questioning. Unlike relational conflict, constructive conflict is a healthy confrontation of ideas to find the best solution. It helps prevent groupthink by questioning premises and solutions through critical and respectful dialogue. Tip: Appoint a “Devil’s Advocate” in strategic meetings to ensure assumptions are systematically challenged. Warning: this behaviour requires high psychological safety to be effective.
4. Team Activity: This is the act of putting things into action, coordination, and joint execution of the task. Learning does not remain purely theoretical; it is applied and tested in the real work context. Tip: Decompose complex tasks into stages where the interdependence of roles is clear. Learning occurs by observing the impact of one member’s actions on others.
5. Reflexivity: This is the collective reflection on the team’s processes and performance. The team pauses to analyze not what they did, but how they did it. It is the essence of the “double loop learning” (Argyris & Schön, 1978), as it allows established norms and routines to be questioned. Tip: Institutionalize “post-mortems” or “lessons learned” at the end of each project. The focus must be on improving processes, not on designating culprits.
6. Storage/Retrieval: This behaviour covers the memorization and reuse of knowledge. It is essential for counteracting the effects of team turnover. Knowledge must be captured, formalized, and made accessible to everyone. Tip: Establish reference documentation, knowledge bases, or at least team notes created by team members for team members to ensure organizational memory.
7. Boundary Crossing: This refers to exchanges and interactions with the outside of the team. The team must not become a silo. It must seek information at the boundary of its environment (other teams, clients, market intelligence) to foster its agility and organizational agility. Tip: Encourage “cross-functional coffee chats” with other departments or regularly invite external experts to present new industry perspectives to the team. It can also simply involve subscribing to publications from key players in its business domain to feed its own reflections and those of the team.

In a context where team member turnover is high, ensuring continuous learning from a team and organizational perspective is a major challenge. It therefore becomes immensely important to leave formal and informal traces of learning and to share knowledge among different team members to capture the essence of knowledge and lessons learned to continue advancing as a team.

Pitfall Alert: When Harmony Harms Learning

While cohesion is necessary, excessive cohesion and a lack of criticism can become the greatest enemies of a learning team. Two major points of vigilance must be integrated into team routines to guarantee healthy and continuous learning.

Groupthink

Described by Janis (1972), Groupthink corresponds to the drift of a highly cohesive team where the desire for harmony and unanimity takes precedence over the realistic evaluation of alternatives. The team is so tight-knit and aligned that it suppresses dissenting perspectives, ignores external warning signs, and avoids conflict.

This trap neutralizes two essential learning cycle behaviours:

• Constructive Conflict: It cannot exist if there is a fear of challenging the leader’s or the majority’s opinion. Non-aligned ideas are censored or rejected before being formulated.
• Boundary Crossing: The team becomes a silo, convinced of its own excellence, and ignores external information that contradicts its established beliefs.

Tip: The solution lies in diversity of perspectives and the institutionalization of doubt. Managers and team members must encourage dissent by appointing a “Devil’s Advocate” or by promoting role rotation. The rule is simple: a good idea must survive well-intentioned criticism.

The Imperative of Mutual Feedback for Continuous Adjustment

Team learning is a process of constant adjustment. Without a fluid and regular feedback loop, the team simply repeats the same mistakes, and reflexivity efforts become sterile.

• Feedback as a muscle: Feedback should not be perceived as a judgment, but as information essential to performance. The more frequent and immediate the feedback, the less emotionally charged it is.
• The Feedforward technique: To reduce resistance and ego activation (discussed in Article 1 of this series), prioritize future-oriented feedback. Instead of focusing on what went wrong (past), focus on concrete actions to implement next time (future).
• The Leader’s role: The manager must not only provide feedback but also ensure that team members mutually provide feedback to each other, both horizontally and vertically. This is the clearest signal that a team is trusting and seeking collective improvement.

Conclusion: The Team, the Central Link in the Learning Chain

As we have seen, collective learning is not a phenomenon that can be decreed, but a dynamic process that requires precise conditions and work discipline. The team is the true engine of the learning organization: it is where individual knowledge is tested (as seen in Article 1), enriched by psychological safety, and transformed into collective competence through concrete behaviours.

For managers and training professionals, it is crucial to understand that even the most high-performing team must remain vigilant about pitfalls like groupthink, which can easily stifle innovation. By leaving traces of its learning and facilitating mutual feedback, the team ensures not only its own performance and resilience but also protects the organization from the loss of its knowledge capital.

But what happens when this collective knowledge remains siloed, confined to a single team?

That is the challenge we will explore in the third and final article of this series: how the organization, as a whole, can create an architecture that allows these team learnings to circulate cross-functionally to adapt and innovate on a large scale. The organization can only learn if its various components are willing to learn.

References

Argyris, C., & Schön, D. A. (1978). Organizational learning: A theory of action perspective. Addison-Wesley.

Decuyper, S., Dochy, F., & Van den Bossche, P. (2010). Grasping the dynamic complexity of team learning: An integrative model for effective team learning in organisations. Educational Research Review, 5(2), 111–133. https://doi.org/10.1016/j.edurev.2010.02.002

Edmondson, A. C. (1999). Psychological safety and learning behavior in work teams. Administrative Science Quarterly, 44(2), 350‑383.

Senge, P. M. (1990). The fifth discipline: The art and practice of the learning organization. Doubleday/Currency.

Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes (M. Cole, V. John-Steiner, S. Scribner, & E. Souberman, Eds.). Harvard University Press.