From static charts to living pipelines: Succession planning in the age of AI

Rethinking talent pipelines for a world that won’t sit still

From static charts to living pipelines: Succession planning in the age of AI

Succession planning can no longer be a yearly, box‑ticking ritual. In a landscape defined by hypergrowth, AI and relentless change, it has to become a dynamic, future‑oriented discipline woven into everyday leadership.

For many organisations, succession is still synonymous with completing an annual template and agreeing on a list of “ready now” and “ready later” names.

That approach is buckling under today’s realities: markets can pivot in months, AI is transforming entire categories of work, and leaders are increasingly expected to orchestrate humans and technology as an integrated system.

In a recent discussion with Emelie Kusoffsky, senior director of talent development and performance at AirTrunk, it was clear that these pressures are driving a fundamental reset in how succession is conceived and practised.

From plugging gaps to building future capability

The central shift in contemporary succession thinking is moving from the question “who will replace this leader?” to “what capabilities will matter most in three to five years?”

Rather than beginning with today’s job description and hunting for a like‑for‑like successor, the conversation shifts to how roles themselves are likely to evolve.

At AirTrunk, Kusoffsky explained that talent conversations deliberately probe “what’s the future capability that we need for those roles three to five years from now,” instead of stopping at what makes someone effective in the job today.

That change in perspective reshapes how potential successors are surfaced. It pushes leaders to consider strategy, market movements and technology trends, and to see successors as people who can grow into a changing role, not simply step neatly into the current one. It also requires HR to ensure tools, frameworks and templates are anchored in emerging needs rather than legacy expectations.

Potential is not the same as performance

Being a high performer today does not automatically mean someone will thrive in tomorrow’s leadership roles.

As Kusoffsky bluntly puts it, “performance doesn’t equate to a great future leader.” It is a common organisational trap: top performers are placed at the top of the succession slate almost by default. Yet the traits that drive short‑term results are not always the ones that sustain leadership over time in a volatile environment.

At the centre of her philosophy is learning agility and adaptability. If someone is continually willing to learn and able to ask, “what could I do differently?”, that is what keeps them dynamic as a leader. A willingness to evolve, challenge one’s own habits and adjust to new contexts becomes at least as important as a history of hitting targets.

Human skills are also gaining new prominence. Kusoffsky pointed to the growing evidence that “our human skills … continues to be what sets us apart from AI,” arguing that empathy, genuine care for people and clear communication are emerging as critical markers of effective leadership. How leaders recognise contributions, handle tough conversations and provide constructive feedback is no longer peripheral to succession; it is central.

Critical thinking stands out as another non‑negotiable. As AI tools become embedded in everyday workflows, leaders still “have a very, very important role to play” in interrogating outputs, challenging assumptions and intervening when work is going off track. Succession planning that merely checks for basic tech comfort falls short; it must intentionally look for people who combine digital fluency with sound judgment.

Preparing for ‘humans plus bots’ leadership

Succession pipelines now have to prepare leaders to run teams composed of both people and technology.

At AirTrunk, the future is imagined very explicitly as one where leaders “are able to manage a team of humans and bots.” Growth is not assumed to come from endlessly adding headcount, but from “amplifying the trajectory of that growth by using AI.”

This view significantly reshapes what succession planning must deliver. It is no longer sufficient to identify individuals who know the business and can motivate a human team. Successors must also be ready to redesign work around automation, decide which tasks sit with people and which with machines, and lead a skills transition for their teams and themselves.

They also need to be able to narrate that change well. When AI is framed only as a cost‑cutting mechanism, it risks eroding trust and engagement. When it is presented – as Kusoffsky does – as a way to unlock growth and elevate people to more value‑adding work, it can become a source of momentum and innovation. In this context, succession planning is about finding leaders who can carry that story credibly and act on it.

Psychological safety as a core criterion

In an environment defined by experimentation and rapid change, the ability to create psychological safety is a core requirement for succession, not a nice‑to‑have.

Kusoffsky is adamant that AI‑enabled transformation will stall if people are afraid to try new things. Leaders at every level are expected to build “an environment for your teams where it feels safe to experiment” and “safe to fail,” because “if you don’t have that psychological safety for your team, then you’re not going to get anywhere.”

That expectation flows directly into succession conversations. When potential successors are discussed, HR and leaders look beyond execution and influence to consider how individuals respond to mistakes, whether they invite ideas, and whether their teams feel safe enough to innovate.

Succession processes that overlook this dimension risk elevating leaders who may, unintentionally, shut down exactly the kind of experimentation the organisation needs to move forward.

Succession as a continuous, ‘living’ discipline

In fast‑moving environments, treating succession as a once‑a‑year event produces plans that are outdated almost as soon as they are finalised.

One of the most striking shifts Kusoffsky described is how succession planning is becoming more frequent and embedded in ongoing leadership dialogue. “The more we do it, the more frequent we have these conversations at that leadership level, the more it becomes part of a day-to-day way of working,” she noted.

This is largely driven by necessity. Because “things change so quickly,” there is a “natural need to look at this continuously.” Strategy can pivot, markets can shift and critical roles can evolve in a matter of months. In that context, a single annual snapshot is not enough.

Kusoffsky also champions treating succession plans as living documents rather than fixed promises. Once a plan is drafted, it does not mean that when a role opens you simply “plunk the next person in that role,” because by then “things might have changed.” The named successor is exactly that: a potential candidate whose suitability must be re‑examined in light of current needs and timing.

Her broader approach is to pilot and refine rather than aim for perfection on paper. Any new framework or process, including succession, is introduced with the expectation that feedback will prompt changes. The recurring question is how to “tweak it to make it the best it can be,” recognising that the organisation itself is constantly evolving.

Building a clear, consistent and inclusive approach

As organisations grow and bring in leaders with diverse backgrounds, HR has to define a simple, shared way of approaching succession – and ensure that diversity is embedded from the outset.

At AirTrunk, some leaders have “grown up with the company” while others have joined from large, established enterprises. That mix brings “so many different ways that people are used to doing talent reviews and succession planning,” Kusoffsky said, which can make it challenging to align decisions.

Part of her remit is to introduce a framework that “balances simplicity with clarity,” so leaders understand exactly what is expected without being buried in complexity. The framework is tied directly to organisational strategy and the future capabilities identified as critical, so that succession conversations stay tightly connected to where the business is headed.

Diversity is not an afterthought or a late‑stage check. There is “a big focus on diversity of thought and, gender diversity, cultural diversity in our pipelines,” Kusoffsky emphasised.

This lens shapes how talent is assessed and how pipelines are built, with the aim of ensuring that the next generation of leaders reflects the complexity of the markets, customers and communities the organisation serves.

HR as challenger and thinking partner

Perhaps the most powerful theme running through this is the role HR must play in questioning long‑held assumptions about succession – even when past approaches have appeared successful.

Kusoffsky encourages HR and leaders alike not to shy away from challenging. There will always be strong personalities with firmly held views “of how things should be done,” but even if those methods have delivered results before, “it doesn’t mean it’s the right way moving forward.”

She views HR, especially in roles like hers, as a critical thought partner: someone who helps leaders look around the corner, brings in external insights, balances perspectives and helps “educate our leaders” about new ways to think about talent and potential.

The same learning agility that Kusoffsky seeks in succession candidates underpins her approach to succession planning itself: experiment with new ideas, learn from what works, discard what doesn’t and keep iterating.

In an AI‑enabled, unpredictable world, succession planning cannot remain a static grid filled in once a year. It must evolve into a continuous, collaborative practice that anticipates future capabilities, elevates learning and human skills, embeds diversity and has the courage to interrogate its own assumptions.

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