From Learning to Leading: How Is Leadership Development Changing?

Leadership development works best when it begins with the right diagnosis. How can organizations identify what a leader truly needs, then build development that leads to lasting change?

A leader completes a development program on managing difficult conversations. They understand the framework, contribute thoughtfully to the discussion, and leave with a clearer idea of how constructive feedback should be delivered. 

Then they return to work. 

An employee becomes defensive, and the conversation takes an unexpected turn. Under pressure, the leader falls back on the behavior that feels most familiar: avoiding the issue, softening the message until it loses its meaning, or becoming more combative than intended. 

The leadership development program may have been well designed, and the leader may have learned something valuable. Yet understanding what effective leadership looks like is different from consistently applying it in difficult situations. 

Lesley Mawhinney, Executive Search Consultant at Signium in Johannesburg, shares:

“The challenge with leadership development has always been the gap between knowing and doing. This is especially true when it comes to behavior, which is instinctive and deeply personal. A classroom-style crash-course rarely provides enough practice and reinforcement to develop behaviors.”  

Leadership development is moving from programs to practice 

Traditional leadership programs still serve an important purpose. They introduce useful frameworks, create space for reflection, and bring leaders together to examine challenges they may rarely have time to consider. The limitation is assuming that participation alone leads to development. 

Leadership capabilities such as judgment, delegation, influence, and conflict management are expressed through behavior. Leaders must be able to use them when information is incomplete, emotions are involved, and priorities compete. 

Mawhinney explains: “A framework can help a leader understand what good delegation should involve, but it doesn’t prepare them for the discomfort of handing over an important decision. A course may explain how to invite challenge, but the real test comes when someone questions the leader’s judgment in front of the executive team.” 

Formal learning therefore becomes one part of a broader practice cycle: 

• Identify the behavior or capability that needs to develop 

• Introduce a relevant framework 

• Rehearse and apply the behavior 

• Receive feedback, reflect, and adjust 

“The emerging model doesn’t dismiss structured learning,” adds Mawhinney. “It asks more of it: the learning must continue after the session ends.” 

What are the major components of modern development journeys? 

From formal learning to peer discussion and coaching, no single method can meet every leadership-development need. The different components of a modern development journey each contribute something different. 

• Structured learning builds understanding 

It introduces concepts, frameworks, and a common language leaders can use to examine their behavior. 

• Coaching adds personal context 

A coach can help the leader explore how their experience, assumptions, habits, and organizational environment influence their responses. 

• Peer learning adds challenge and perspective 

Leaders can test their thinking with people who face comparable pressures but may interpret them differently. 

• Digital platforms support continuity 

They can provide resources, reflection prompts, practice activities, and reinforcement between formal learning moments. 

• Live experience tests the learning 

Real assignments reveal whether the leader can apply a behavior when relationships, competing priorities, and consequences are involved. 

The strongest approach begins by narrowing down the development need, rather than enrolling leaders in a long list of available programs. Organizations should first identify what the leader needs to do differently, then build the right combination of learning, practice, and support around that goal.  

AI is creating a new space for leadership rehearsal 

It’s always been difficult to provide ways to practice learned concepts at scale. Human role-play is valuable, but it requires facilitators, actors, or coaches. It also depends on the learner feeling comfortable enough to make mistakes in front of other people. 

AI-enabled avatars and conversational simulations now make another option available, allowing a leader to interact with a fictional colleague, customer, or stakeholder. Instead of following a fixed script, the scenario can react to what the leader says and how they approach the conversation. 

A leader might use an AI simulation to rehearse various scenarios: 

• Addressing underperformance 

• Responding to a defensive employee 

• Communicating an unpopular decision 

• Handling tension between colleagues 

• Challenging a senior stakeholder 

• Giving feedback across cultural differences 

• Negotiating competing priorities 

• Responding to an emotional reaction 

Mawhinney emphasizes that the practical advantage is repetition: “A leader can try one approach, see how the conversation develops, reflect on what happened, and begin again. They can experiment with sensitive situations before the consequences are real.” 

AI-supported rehearsal is also beginning to appear in professional development. The Financial Times reported in 2026 that law firm Orrick was using AI-powered deposition and negotiation simulations as part of associate training. Yet, the tools were not used in isolation. Experienced lawyers reviewed the interactions, examining where the output was useful, where it was wrong, and what could be improved. 

This illustrates a broader principle: AI can widen access to practice, while experienced people help the learner interpret the experience. 

Simulation is useful, but it’s not the same as real leadership 

An AI avatar can imitate resistance, defensiveness, or emotion, but it can’t fully reproduce the history between two people or the organizational conditions surrounding a real conversation. 

An employee who has felt overlooked for several years will not experience feedback in the same way as a neutral simulated character. A senior stakeholder may respond differently depending on political relationships or events that an avatar may not understand. 

This means that, however useful they may be, AI simulations should be treated as rehearsal rather than proof that a leader is ready for any situation. 

Feedback must be questioned 

AI-generated feedback can be delivered with confidence even when it’s generic, culturally narrow, or based on questionable assumptions. The purpose of the feedback should be to support reflection, not provide an unquestionable verdict on whether the leader handled the situation correctly. 

Context still matters 

Communication expectations vary across organizations, countries, teams, and individuals. Directness may be valued in one setting and experienced as abrupt in another. The technology needs to be interpreted within the context in which the leader actually works. 

Sensitive information must be protected 

Leaders may be tempted to enter detailed information about employees, performance concerns, strategic decisions, or internal disputes to make the simulation feel more relevant. Organizations need clear rules governing what information may be shared, where it is stored, and how the system uses it. 

A 2024 workplace-learning study found that participants responded positively to a generative conversational agent and valued the realistic, self-directed nature of the experience. However, the researchers also emphasized that the educational value depended on the design surrounding the technology. The conversational agent was most useful when it formed part of a structured learning experience rather than operating as a stand-alone tool. 

Each scenario needs a clear purpose and thoughtful design, as well as a coach or experienced colleague to help interpret the results. “As with many AI applications, context and nuance can be lost or misread,” says Mawhinney. “Experienced human oversight is still essential to apply the feedback appropriately within the leader’s real situation.”   

How does context affect leadership development personalization?  

Meaningful leadership development requires a deeper understanding of what the person’s role demands, where their current behavior falls short of those demands, and what the organization is likely to need from them next. 

1. Two leaders at the same organizational level may require different development journeys 

One may be moving from functional leadership into an enterprise role and need to influence decisions beyond their area of expertise. Another may be leading a restructuring and need to communicate with greater clarity and empathy. A technically accomplished leader may need to delegate more effectively, while a highly collaborative leader may need to make decisions without waiting for complete consensus. 

2. The organization’s own stage of development matters too 

A stable organization may need a leader who can preserve continuity or strengthen operations. A company undergoing transformation may require a leader who can challenge established assumptions and guide people through disruption. A business entering a growth phase may need stronger market-development or sales capabilities. 

As Mawhinney explains: “When we assess future leaders, we look at the factors that may shape what the organization needs next. Is the business stable, undergoing change, or entering a period of growth? Each situation requires a different leadership emphasis, and that determines a leader’s development journey.” 

3. Past behaviors influence the development a leader needs 

Past behavior also provides useful evidence because it shows how the leader has responded across different situations during their career. However, no single assessment result should be treated as definitive. 

“Past behavior gives us important indicators,” Mawhinney adds. “But a broader view considers the leader’s career patterns, background, and ambitions, alongside the needs and direction of the organization. A leadership match is more likely to succeed when those elements are aligned.” 

AI can make the development journey more responsive to the leader’s needs. It can generate scenarios around current challenges, recommend targeted material, and adapt the level of practice over time. However, the quality of leadership development personalization depends on the quality of the initial assessment and diagnosis of the role, organizational context, and behavior that needs to be developed. 

Bringing digital learning, human coaching, and live experience together 

Consider a senior leader who regularly postpones difficult performance conversations. Feedback and assessment indicate that the issue is not a lack of care. The leader fears damaging relationships and waits too long to address problems directly. 

A connected development journey might look like this: 

1. The leader works through a short framework on direct and constructive feedback. 

2. An AI simulation allows them to rehearse several versions of the conversation. 

3. A coach helps them explore the beliefs and habits that make directness uncomfortable. 

4. The leader prepares for and conducts a real conversation with a team member. 

5. They reflect on what happened with the coach or manager. 

6. They return to a more complex simulation and practice again. 

The digital content introduces a model. The simulation creates repetition. The coach interprets the leader’s personal and organizational context. The workplace conversation tests whether the behavior can be applied when the outcome matters. 

This is where modern leadership development becomes more effective: each element supports the next, turning separate learning activities into one connected journey.  

How do you measure leadership development success? 

Organizations have traditionally measured development through what is easiest to count: 

• Attendance 

• Course completion 

• Time spent learning 

• Participant satisfaction 

• Content engagement 

• Assessment scores 

These metrics show that learning activity took place, but they don’t establish that leadership improved. Mawhinney elaborates: “A leader may complete every activity and still avoid the conversation the development was designed to prepare them for. Another may engage less visibly with the formal content but make a meaningful and sustained change in how they engage as leaders.” 

A more useful evaluation moves beyond participation alone: 

1. Participation: Did the leader engage? 

Did the leader attend the sessions, use the resources, and complete the agreed activities? This remains useful information, but it measures involvement rather than improvement. 

2. Capability: Can the leader demonstrate the skill? 

Can they use the approach in an assessment, role-play, or structured practice exercise? This shows that the leader can move beyond merely describing the skill, but it doesn’t yet prove they will use it in the workplace. 

3. Behavior: Are they leading differently? 

Do employees, managers, or board members observe a meaningful change in real situations? This may include addressing issues earlier, delegating decisions more clearly, listening differently, communicating priorities with greater precision, or responding more constructively to disagreement. 

4. Effect: Is the changed behavior helping? 

Has the behavior contributed to a relevant outcome, such as clearer decisions, stronger accountability, more useful feedback, reduced escalation, or more constructive conflict?  

“It’s not as easy to measure behavior,” adds Mawhinney. “It takes close observation over time, human discernment, and the willingness to look honestly at what’s really happening. That’s not something a digital system can report on by itself.”  

Leadership development starts with the right diagnosis  

The leader from the opening example may leave a program with a sound understanding of difficult conversations. An AI simulation can help them rehearse, a coach can help them understand why they avoid discomfort, and real conversations will test whether they can apply what they’ve learned when the response is unpredictable and the relationship matters. 

Modern leadership development brings these experiences together, but the journey shouldn’t begin with the course, coach, or technology. It should begin with a clear assessment of what the role requires, where the leader needs to develop, and what the organization will need from them next. “Prescribing leadership development without first understanding the need is like a doctor prescribing medication without examining the patient,” concludes Mawhinney. “Without a clear diagnosis, even a well-designed intervention may fail to address the real problem.”  

Once that need is understood, organizations can build the right combination of learning, practice, feedback, and experience around it. That is what gives leadership development a better chance of creating lasting change.