From FOMO to FOLS
2020–23 was fear of missing out. Today it is fear of looking stupid — signing another cheque for vaporware. What accountable AI adoption looks like.
Talks for conferences, leadership offsites and universities in Malaysia and the DACH region, in English or German. Grounded in production systems and classroom experience, not slideware.
Why most AI projects fail — and what separates the few that reach production. Our flagship keynote, updated with what we hear at conferences and vendor briefings each quarter.

2020–23 was fear of missing out. Today it is fear of looking stupid — signing another cheque for vaporware. What accountable AI adoption looks like.
Why companies that train first get more from AI than companies that buy tools first — and how to fund it through HRD Corp.
For hospitals and faculties: what is validated, what is safe, and how to bring AI into clinical teaching responsibly.