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 outlineFrom AI answers to business results
How to tell whether an AI initiative changed the work, not only the answer.
Keynotes US$5,000. Standard preparation included. Travel and applicable taxes additional. Based in Singapore, available internationally. View fees and booking.
What I cover
AI adoption can stop at a faster answer. This talk follows the work around it: where the request enters, who checks it, what gets decided, and where time is really lost. We read one workflow for bottlenecks, then test whether saved time reaches cash, throughput or service.
What your audience can use
- How to map a workflow for bottlenecks before choosing a tool.
- How to separate hours saved from value realised.
- How to set the measure before the pilot starts.
A practical demonstration
A fictional workflow review: a request with its handoffs, checks and waiting time marked, and a worked contrast between hours saved and value realised.
Also available
My other talks
The 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.
Keynote, executive briefing, half-day or full-day workshopRead the outlineStorytelling when everyone has a writer in their pocket
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.