As organisations integrate AI into daily operations, it changes not only which tasks people perform. It also changes how experience is built, how judgement is developed and how trust grows. When AI takes over research, analysis, administration and first drafts, parts of everyday learning may disappear unless organisations consciously replace them. For leadership and HR, the question is therefore not only how AI should be implemented, but how work should be organised so that people continue to develop the experience and judgement the organisation needs.

Succession planning should start from the organisation's future direction rather than from today's roles and the people in them. Åza Skoog of Alumni Global argues for linking succession to strategy through scenarios, and for protecting the everyday learning that AI is changing. When Alumni Global asked 332 people in its network about their greatest succession challenges, 35 per cent said they lacked an established leadership pipeline.

AI adoption is accelerating across organisations, but learning to use the technology may be the easier part. The bigger challenge is what comes next: how do we lead when the future evolves faster than we can predict? For leaders accustomed to building alignment through dialogue and consensus, this raises an intriguing tension. The AI era may require us to act more boldly while becoming more humble about what we know.

What should a strong technology leader know today? While AI fluency is now essential, there is much more to it. In our talks with Nordic executives and boards, we see a rising need for leaders who can link architecture, cloud, data, cybersecurity, and technology economics with product, people, and business strategy. The real shift is not from technical leadership to general management, but toward leaders who blend real technical credibility with sound enterprise judgement. Here are the skills that set the best technology leaders apart. 

Leadership in 2026 is no longer linear. Five forces, from people-centred performance to AI identity, will define how Nordic leaders navigate the year.