The judgment AI does not replace
Know when to use an AI answer, when to question it and who remains responsible.
Keynote, executive briefing, half-day or full-day workshopRead the outlineThe Human Layer: why AI projects fail beyond the technology
Why capable systems stall in organisations, and what to change in people, incentives, workload, ownership and adoption.
Keynotes US$5,000. Standard preparation included. Travel and applicable taxes additional. Based in Singapore, available internationally. View fees and booking.
What I cover
A working tool can still stall in an organisation. This talk looks at the layer that decides whether a project survives: who is accountable, what the incentive rewards, how workload shifts, and what happens to people when the process changes. The demonstration is fictional and labelled as such.
What your audience can use
- Where ownership sits when a system crosses team boundaries.
- How incentives and workload shape adoption alongside training.
- How to name consequences before a rollout, not after.
A practical demonstration
A fictional rollout where ownership is unclear, incentives pull the other way, and the first sign of trouble is a workload shift nobody recorded.
Also available
My other talks
From AI answers to business results
How to tell whether an AI initiative changed the work, not only the answer.
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Make the message worth saying when AI can produce the first draft.
Keynote, executive briefing or half-day workshopRead the outlineThe third wave of PR
Clarify what communicators remain responsible for when AI drafts the message.
Keynote, panel or executive briefingRead the outlineWhat AI systems say about your destination
Decide how to respond when AI describes your destination inaccurately.
Keynote, panel, executive briefingRead the outlineGoverning what you cannot see
Make responsibility for AI descriptions clear, rather than leaving it to the marketing team.
Keynote, panel, half-day workshopRead the outlineTell me about your audience and the questions you want the session to address.