AI in youth sport needs an African reality check

Injury prevention tools are advancing quickly, but affordability, access and fairness will determine whether they help most young athletes.

Article link: https://open.substack.com/pub/johanosteyn/p/ai-in-youth-sport-needs-an-african?r=73gqa&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true

Audio summary: https://youtu.be/KRoiW7cNLCU

Follow me on LinkedIn: https://www.linkedin.com/in/johanosteyn/

There is real promise in using AI to keep young athletes safer. Movement analysis can help identify poor running mechanics, risky landing patterns or signs of fatigue. Load management tools can track how much training a player is doing and whether recovery is keeping up. In theory, this can reduce overuse injuries and help coaches make better decisions. But in much of Africa, the important question is not whether the technology exists. It is whether it is practical, affordable and fair in ordinary schools, clubs and communities. If the conversation is limited to elite academies and wealthy schools, then AI in youth sport risks becoming yet another imported idea that sounds exciting but changes very little for most children.

CONTEXT AND BACKGROUND

At the highest levels of sport, AI is already being used to assess fitness, conditioning and injury risk, and to review game footage in more sophisticated ways. Deloitte’s 2026 sports outlook notes that much of this is already happening in elite sport and may gradually spread more widely as AI becomes more common.

The problem is that youth sport does not start from an elite baseline. A recent San Francisco Chronicle report showed how one youth soccer club used AI video analysis, heart-rate monitors and wearable tools to track player performance and development, but it also revealed the additional cost: about $300 per player on top of annual fees of $3,200. That may be manageable in affluent settings. It is not realistic for most families in South Africa or across the continent.

That is why an African reality check matters. Work now underway through the ReFORM network’s athlete-health project in Africa points not to expensive gadgets first, but to adapted injury-prevention resources, multilingual education material and practical awareness campaigns for athletes, coaches and healthcare professionals. That feels much closer to the real need.

INSIGHT AND ANALYSIS

So what does practical AI in youth sport actually look like today? In better-resourced environments, it includes GPS wearables, heart-rate belts, camera systems, automated video tagging and dashboards that flag spikes in workload.

These tools can genuinely help with early warning signs. But in developing-world contexts, the more realistic starting point may be simpler: smartphone video, shared recording devices, basic load-tracking sheets, and occasional AI-assisted review rather than constant sensor-based monitoring. The future may be powerful, but the present has to start with what coaches can actually use.

There is also an ethical question that becomes even more important when children are involved. LaLiga Business School recently highlighted the problems of bias, transparency and algorithmic decision-making in sport. That matters because an AI flag is not a diagnosis, and a child should never be labelled as fragile, underperforming or less promising on the basis of data alone.

The issue of data ownership is just as important. A recent Frontiers article on athlete data sovereignty argues that respecting athletes’ control over their own data is essential to a credible and fair sports-technology environment. For young athletes, parents should be asking simple questions: what data is being collected, who stores it, who can access it, and how long it will follow the child. 

IMPLICATIONS

For African schools and clubs, the smartest path is not to chase every new device. It is to focus on practical prevention first: better warm-up protocols, coach education, sensible training loads, and selective use of affordable digital tools where they genuinely add value. AI should support coaching judgment, not replace it.

For parents, the message is equally grounded. Be open to technology that helps protect your child, but be wary of systems that turn childhood sport into constant surveillance. If only a small minority can access advanced tools, then policymakers, federations and sponsors should think carefully about shared access models, community pilots and lower-cost approaches rather than leaving innovation only to elite programmes.

CLOSING TAKEAWAY

AI may well become a useful part of injury prevention in youth sport, including here in Africa. But the real test is not whether the technology looks impressive in a demo. It is whether it reaches ordinary young athletes in a way that is affordable, understandable and fair. We should welcome tools that help children train more safely and recover better. At the same time, we should resist the idea that more data automatically means better sport. In the African context, especially, the future will belong not to the fanciest system, but to the most practical, inclusive and human-centred one.

Author Bio: Johan Steyn is a prominent AI thought leader, speaker, and author with a deep understanding of artificial intelligence’s impact on business and society. He is passionate about ethical AI development and its role in shaping a better future. Find out more about Johan’s work at https://www.aiforbusiness.net