Photo by Taylor Flowe on Unsplash
In a world where uncertainty has become the norm and where the capacity to adapt determines the survival of organizations, co-development emerges as much more than a simple learning method. It is an act of resistance against individualism, a practice of collective intelligence that answers an essential question: how do we grow together in an environment that changes faster than our ability to understand it?
Rethinking learning in an era of permanent adaptation
Professional co-development, theorized in the 1980s by Quebec researchers Adrien Payette and Claude Champagne, rests on a postulate that was radical for its time and yet burningly relevant today: we learn better by confronting our practices with those of our peers than by accumulating theoretical knowledge disconnected from the field.
This collaborative approach to learning refuses the verticality of the “knower” who transmits to the “learner.” Instead, it proposes a horizontality where everyone is in turn expert and apprentice, consultant and client. In this, it deeply embodies the values of equality by nature and transmission that structure inclusive organizations.
But beyond the methodology, co-development questions our relationship to knowledge in a context of permanent change. How do we keep learning when yesterday’s certainties become today’s obstacles? How do we develop this cognitive plasticity that allows us to unlearn in order to relearn better?
The three pillars of co-development: much more than a method
Co-development is built around three fundamental principles that are not simple operating rules, but existential stances toward complexity.
1. Sharing knowledge as a political act
In an economic world that values information retention as a source of power, sharing your knowledge and your mistakes is a subversive act. It is recognizing that competition between individuals within an organization is a zero-sum game, while collaboration is a positive-sum game.
Sharing knowledge in a co-development group goes far beyond exchanging best practices. It is about pooling our vulnerabilities, our doubts, our failures – these territories of experience we usually hide out of fear of judgment. It is precisely in these shadow zones that the deepest learnings are found.
2. Collaboration against the culture of the lone hero
Co-development stands directly opposed to the mythology of the providential leader who, alone, finds the solutions. It values collective intelligence as an engine for solving complex problems. This stance resonates particularly with the entrepreneurial spirit as it should be understood: not as rampant individualism, but as a capacity to create a high-performing collective.
Authentic collaboration requires a skill rarely taught: deep listening. Listening without immediately trying to solve, without judging, without reducing the other’s situation to one’s own experience. This quality of listening, often developed in nonviolent communication practices, is at the heart of the social dimension of the Adaptation Coefficient.
3. Innovation through safe experimentation
Innovation is not the result of spontaneous generation. It emerges from an environment that allows experimentation and turns failure into raw material for learning. Co-development creates this safe framework where you can test hypotheses, explore intuitions, take calculated risks.
This experimental dimension echoes the behavioral dimension of the Adaptation Coefficient: the ability to break out of routines, to adjust one’s practices according to context, to persevere despite obstacles. In a co-development group, each session becomes a laboratory where different approaches are mentally tested before being deployed in reality.
Co-development facing the challenges of inclusion
An inclusive organization is not simply one that lets diversity in through the door. It is an organization that structurally transforms how it operates so that every voice can be expressed and heard, regardless of status, seniority, origin or background.
Co-development, through its egalitarian structure and rigorous methodology, offers a framework where the usual exclusions of the professional world can be questioned. In a well-facilitated co-development group, the recently graduated young developer can bring insight just as relevant as the technical director with twenty years of experience. Expertise changes in nature: it is no longer vertical but distributed.
This redistribution of legitimacy to speak on complex professional issues directly connects with 1Clusif’s mission: reducing technological, professional and relational exclusion by putting mentoring and transmission in the service of inclusion.
Co-development and organizational resilience
Organizations that integrate co-development into their culture develop a particular form of resilience. Faced with a crisis, a market shift, a technological disruption, they don’t depend on a small group of decision-makers to find solutions. They activate collective intelligence distributed throughout the organization.
This collective resilience is intimately linked to the emotional dimension of the Adaptation Coefficient. A group that is used to meeting regularly to work on professional difficulties develops a capacity to collectively manage stress, to maintain realistic optimism in the face of obstacles, to bounce back after failure.
McKinsey’s work on organizational agility shows that companies that combine speed of adaptation with relational stability show significantly superior performance. Co-development contributes precisely to this equation: it accelerates cognitive and behavioral adaptation while strengthening the stability of social bonds within the organization.
Beyond the method: a philosophy of learning
Co-development is not just one professional development tool among others. It is a philosophy of learning that responds to the challenges of our time. In a world where technical knowledge quickly becomes obsolete, where business models are in perpetual flux, where the ability to collaborate effectively becomes more strategic than simply holding expertise, co-development offers a framework for developing what really matters.
It is no longer just about acquiring skills, but about developing meta-capacities: the ability to learn quickly, to unlearn what has become counterproductive, to collaborate with different profiles, to navigate uncertainty without losing effectiveness.
These meta-capacities constitute precisely what the Adaptation Coefficient measures in its cognitive dimension: intellectual flexibility, the ability to consider several perspectives simultaneously, an organization’s collective intelligence.
Integrating co-development: where to start?
Setting up a co-development practice in an organization cannot be decreed. It requires cultural and methodological preparation. Here are a few principles for getting started:
Build groups on a voluntary basis. Co-development only works if participants are genuinely committed. Imposed participation generates resistance and neutralizes the method’s benefits.
Train internal facilitators. Facilitating a co-development group requires specific skills. Investing in training facilitators or calling on experienced external coaches is essential to create a safe, productive framework.
Protect dedicated time. Co-development sessions must be considered strategic time, not peripheral activities that can be canceled as soon as an emergency arises. This protection of time sends a clear signal about the value placed on collective development.
Document learnings without betraying confidentiality. Insights emerging from a co-development group can benefit the entire organization. It is important to find mechanisms to capitalize on these learnings while preserving the confidentiality of the individual situations shared.
Connect co-development to other organizational practices. Co-development should not be an isolated bubble. It benefits from being linked to other practices such as agile methods, team retrospectives, or moments of collective supervision.
Limits and necessary vigilance
Like any collective practice, co-development carries risks that must be anticipated. A group can drift toward complacency, where members reassure each other without really challenging one another. It can also become a place of subtle domination where certain voices monopolize the space at the expense of others.
The question of confidentiality is central. In groups that mix participants from different organizations, the risk of strategic information leaking exists. It is crucial to establish an explicit, shared confidentiality framework from the outset.
Finally, co-development can remain sterile if the learnings don’t turn into concrete experiments. Rigorous follow-up on the commitments made at the end of a session is necessary to prevent groups from becoming simple discussion spaces with no real impact.
Co-development as infrastructure for adaptability
Ultimately, co-development is not just another management fad. It is a social infrastructure that allows organizations to develop their capacity to adapt in the face of the structural uncertainty of our era.
In a context where crises follow one another, where economic models are constantly called into question, where digital transformation deeply reconfigures professions, the organizations that will survive and thrive will be those that have managed to turn collective learning into a competitive advantage.
Co-development offers a proven framework for achieving this. Not as a miracle solution, but as a demanding practice that, over the long term, transforms an organization’s culture. It’s not simply about learning faster, but about learning differently: together, in a distributed way, valuing the diversity of experiences and turning shared vulnerability into a strength rather than a weakness.
Organizations that embrace this philosophy do not merely train their employees. They create the conditions for these employees to become autonomous and interdependent learners, capable of navigating complexity without waiting to be given the solution. It is precisely this creative autonomy and this embraced interdependence that characterize the resilient, high-performing collectives of the 21st century.
As we navigate an era of profound change, co-development is not simply a professional development tool. It is a way of building an adaptive collective, of turning uncertainty into a learning opportunity, and of making collective intelligence the answer to our world’s growing complexity.

