tech
AWS Co-Founder Matt Domo: Why AI Investments are Stalling
Matt Domo, Co-Founder of Amazon Web Services (AWS) explains how organisations can move from AI experimentation to enterprise-scale execution
TL;DR
- Most AI pilots fail to scale into production due to organizational misalignment, not weak technology.
- Executive-level failures include unclear ownership, misaligned incentives, and operating models not adapted for AI.
- AI scales through standardization and integration into core workflows, not more pilots.
- Convincing boards requires focusing on metrics directly linked to financial results (cost reduction, revenue lift, faster decisions).
- Avoiding 'AI-washing' involves defining the business result first, then determining AI's role.
- Speeding up AI-driven decisions requires clearer ownership and fewer handoffs, aligning decision rights with those closest to the outcome.