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Amazon (AMZN): A Million Robots, Zero Robot Revenue — Layer 10 Deep Dive | 13 Aug 26

Amazon has deployed more than a million robots across its network since 2012 — the largest commercial robotics fleet on earth — and earns exactly nothing from selling them. In this deep dive, Elena and Theo place Amazon at Layer 10 of the robotics stack, the full-stack operator layer, and work through what that actually means for a casual investor.

The bull case: a business compounding at scale (Q2 2026 net sales of $200.6B, up 20%; operating income $27.5B, up 43%; AWS up 37% to $42.2B with a $496B backlog), plus automation as a margin lever. CFO Brian Olsavsky told investors on the July 30…

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