PANEL
The Hidden Cost of Moving Fast:
What AI Is Really Costing the Enterprise
Luca Vallarelli moderates a discussion with Will O’Brien and William De’Ath.
The complete panel
1080p · Original discussion audio
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Start with the outcomeNew to the discussion? Begin with a 2:26 exchange on adopting AI, with the moderator’s question and both panelists’ answers. Watch the exchange →
The conversation
Enterprise AI reaches beyond individual tools. The panel explores connected business systems, the authority agents need to act, evidence of their decisions, and the human accountability that remains.
Luca Vallarelli
Moderator
Senior Program Manager, Microsoft
Will O’Brien
Founder & CEO, Provenonce
William De’Ath
Founder, Nebula Alpha
From the stage
About the captions. English captions are provisional. The complete panel contains 25 [unclear] markers across 23 caption cues, covering 22 source passages. These words could not be reliably transcribed. Please check the original speech before quoting.