Digital Confidence & AI Readiness

Technical access to AI tools is necessary but not sufficient. Many people who have access to capable AI systems don't use them, or use them ineffectively, because they lack confidence. Digital confidence - the belief that you can learn and effectively use new technology - varies enormously across populations and doesn't necessarily correlate with actual ability. Someone might be perfectly capable of using AI tools but hold back because they "aren't a tech person," because they're afraid of looking foolish, or because previous bad experiences with technology have left them wary. AI readiness goes beyond individual confidence to include organisational factors: is there permission to experiment? Is it safe to make mistakes? Are there people to ask for help? Is time allocated for learning? Organisations that want broad AI adoption need to address confidence and readiness as deliberately as they address technical training. This means creating low-stakes environments for experimentation, celebrating learning rather than just competence, providing patient and accessible support, and recognising that the people furthest from AI readiness are often those who would benefit most from it.