Can AI results hold up in everyday work?
AI must help real work. Examine what changes for the business, which decisions people make, what risks need managing, and what results justify wider use.
What would prove that an AI result works?
Bring a use case and the evidence behind it. Discuss what must change before more people depend on the result.
Three questions before more people use AI
Use these questions to explore the track. For a scheduled exchange, check its event brief and agenda.
01
What had to change before an AI pilot became dependable daily work?
02
How will people see and correct a result when a model gets it wrong?
03
Which outcome matters to the business, and what baseline will prove progress?
What leaders need to decide
Examine where AI changes real work, who is accountable, which risks remain and how to judge business results.
Useful results
Name the work that changes and how the business will measure the result.
Accountability
Decide who checks the output, who can correct it, and when people should stop using it.
Data readiness
Check whether the information is complete, current and reliable enough for the decision.
Discuss an AI decision with peers
Either track can be a roundtable, half-day forum or full-day summit. Each confirmed event brief names the business issue, industry, functions and intended audience, along with the date, location and format.
Roundtables
A small group compares one AI decision, such as when a pilot is ready for everyday use.
Half-day forums
A moderated panel and group discussions examine connected AI questions, from business value to oversight.
Full-day summits
More time to compare AI uses, test the evidence behind results and work through risks and accountability.
Review the evidence behind the AI result
Bring one AI decision, the evidence you trust and the gaps you still need to resolve. Ask peers what would change their decision.
What must change before an AI pilot can grow
TLX AI events
Check the event listings for confirmed upcoming dates and verified past TLX AI exchanges. An empty listing does not mean no events are being planned.
Upcoming exchanges
Check the event listings for confirmed TLX AI dates and details. You can also suggest a question for a future discussion.
Past exchanges
Past TLX AI events will appear in the event archive after their dates and original program details have been checked.
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