The a16z Show The Hidden Economics Powering AI
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Jan 26, 2026 
David George, a16z General Partner focused on growth-stage AI and enterprise software, outlines how AI reshapes private markets. He discusses why companies stay private longer. He covers massive AI infrastructure capex, falling model costs and rapid capability gains. He explores pricing and monetization experiments, durable use cases, and how portfolio construction adapts to this new AI landscape.
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Demand Scaled Far Faster Than Prior Waves
- AI reached massive global distribution far faster than search did, aided by cloud and smartphones.
- David George views this fast demand signal as de‑risking forward growth for AI companies.
XAI's Rapid Data Center Build
- XAI stood up the biggest data center extremely fast, buying every backup generator in a multi‑state region.
- David George uses this example to show the extraordinary speed of recent infrastructure builds.
Focus On Retention And Organic Demand
- Prioritize gross retention rate and ease of customer acquisition when evaluating AI businesses.
- Seek >90% gross retention and organic demand before trusting long-term economics.