by Mindtools
Learning and Development has long been described as bring ‘at a crossroads’. New technologies arrive, bold predictions follow, and organizations feel pressure to choose a direction fast. Today, that crossroads is AI.
In a new article for HR Director magazine, Paul Buller, Head of Content at Mindtools Kineo, explores why this moment feels familiar – and why the most important decisions facing L&D are not about technology alone.
While AI is undoubtedly accelerating what is possible, history tells us that tools rarely deliver impact in isolation. In fact, they only succeed when they are rooted in real human behaviour and organizational context.
Behaviour change starts with understanding people
One of the article’s central themes is the danger of designing workforce development around assumptions. Learners are often grouped by generation, role or learning ‘style’, yet, how someone engages with learning changes day by day. Energy levels, confidence, workload, and motivation all shape what support is useful in the moment.
For organizations focused on performance, this matters. Sustainable capability is built when learning respects individuality and provides choice. HR and L&D leaders need to look at ways to give people access to the right support at the right time, rather than forcing everyone through a single pathway.
AI is an accelerator – but it needs context
AI is already adding value in L&D: accelerating content creation, supporting scalable coaching practice, improving insight through analytics and reducing administrative burden. Used well, it frees up human expertise to focus on what matters most.
But without context, AI optimizes for speed, not impact. That creates a real risk: more content, delivered faster, without shifting performance. As Paul argues, AI must be guided by behavioural insight, organizational priorities and a clear definition of success if it is to drive meaningful change.
Evidence that earns trust and investment
Ultimately, leaders invest in what they can see working. Learning that is clearly linked to outcome – from improved leadership capability to higher retention, safety or customer satisfaction – earns credibility. Data, stories and behavioural evidence together show that development is not a cost, but a driver of organizational strength.
At Mindtools Kineo, we combine behavioural science with scalable technology to help organizations build capability that lasts. AI is part of that picture – but people, culture, and evidence-led decisions remain at the heart of performance.
This article was first published in the HRDIRECTOR magazine, Issue 255, January 2026. Reproduced with permission.
