LangChain's Harrison Chase argues every company will either run AI or sell AI

hwchase17 · x · 2026-07-28

The quoted article argues that the next five years will push every company toward one of two AI patterns: using AI to run critical internal functions, or embedding it into the product sold to customers.

The key idea is compounding: the 100th interaction should be better than the first. The author says the goal is not just to build an agent that works today, but a system that gets smarter over time. In that framing, ownership beats simple adoption.

Related event: Enterprise AI Strategy: Operate or Embed(3 posts)→

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