You can't code your way out of human insecurity. AI adoption fails not because people lack capability, but because organisations ignore the emotional barriers: competence risk, identity disruption, and social exposure. Here's the framework that changes everything.
To turn an AI readiness score into an action plan, move from measurement to interpretation. Identify which gap pattern your team's radar reflects — not just the lowest score, but the combination of dimensions that interact. Then identify the presenting symptom and map it to a first intervention. The AI Adoption Navigator does this automatically: it detects your gap pattern, routes you through a decision tree, and generates a ranked list of interventions weighted to your speci
Most conversations about AI ask the wrong question. Instead of "how do we use AI more?", the better question is "who should lead this specific task: a human, AI, or both?" The Human–AI Task Matrix maps any workplace task across two dimensions, AI involvement and human judgment required, to make the right division of labour immediately obvious. Use our interactive diagram to explore five task types and discover a 5-stage model for strategic decisions.
This is a structured assessment tool that measures how prepared a team or organisation is to adopt artificial intelligence. Unlike technical readiness audits, it focuses on human factors: openness to change, skill confidence, trust in leadership intent, emotional safety, and learning mindset. Each dimension is scored 1–5 to produce an overall readiness tier from Critical (5–9) to Leading (23–25). The result helps leaders understand where to intervene before, not after, rollin
Meet the Team
Led by practitioners
Led by founder Martin Li, with associate facilitators and coaches who bring leadership, change and organisational experience.
