AI Through
My Lens.
A personal perspective on what it really takes to turn AI investment into organisational value. Practical insight for leaders navigating AI strategy, adoption, capability and risk.
Problems look different through a different lens.
ATML started with a hunger to keep learning and to keep the conversation going. Sharing insights, and hearing how others have experienced the same challenges, doesn’t only build stronger connections and community. It helps us see problems in a new way.
Alongside my own reflections, ATML will also feature perspectives from professionals across technology, change and transformation. Each perspective examines a challenge leaders are facing now, what sits beneath it, and what it takes to move from ambition to measurable adoption.
Personal reflections. Practical takeaways. Better conversations.
Five lenses for AI decisions.
Each lens pairs a leadership question with the outcome it drives.
Creation
Where will AI create new value, not just speed up what we already do?
OutcomePrioritised opportunities with a clear business case
Connectivity
Is our AI strategy connected to our operating model, data and people?
OutcomeStrategy, process and technology working as one
Capability
Do our people have the skills, confidence and judgement to use AI well?
OutcomeAdoption that lasts beyond launch
Culture
Do our leadership, incentives and ways of working support new behaviours?
OutcomeMomentum that doesn’t depend on a few champions
Control
Are governance, risk, security and accountability built in from the start?
OutcomeResponsible value you can measure and defend