
Practical skills development for AI-enhanced workflows Hands-on AI integration training provides employees with practical experience using artificial intelligence tools in their specific work contexts. This training focuses on building confidence and competence in AI-enhanced workflows rather than theoretical understanding. What it is Hands-on AI integration training involves practical workshops and guided exercises where employees learn…

Understanding real-world AI adoption across industries AI at work impact studies provide deep insights into how people experience and integrate artificial intelligence in workplace environments. These comprehensive research initiatives explore both expectations and unspoken concerns about AI adoption across different industries and organisational contexts. What it is AI at work impact studies are systematic research…

About the untested side effects we’re overlooking in the race to AI implementation. What if you were offered a new medication, promising to transform your life, boosting your productivity, helping you make better decisions, and freeing up more time for what truly matters? Now imagine discovering that this medicine had never undergone clinical trials, had…

Navigating the emerging split between those who direct AI and those directed by it. Executive summary As artificial intelligence transforms workplaces globally, a significant divide is emerging between two classes of workers: those who direct AI systems and those who are directed by them. This “agency gap” raises profound questions about the future of work,…

AI in the workplace: Take part in our AI 2025 survey Two years ago, we partnered with the Centre for Organisational Creativity to explore how businesses and employees were adapting to AI-driven productivity tools. The results were revealing—knowledge gaps, inconsistent policies, and a mix of excitement and concern about AI’s role in the workplace. The…

Are employees navigating the AI landscape without a compass, figuring out how to use AI responsibly and manage potential risks on their own? How can organizations step up to address these challenges and foster an environment conducive to responsible AI adoption? At Liminal Discovery, we wanted to learn more about this, so in collaboration with…