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Market and Adoption

There's a gap between the AI headlines and what's actually happening inside enterprises. This theme covers that gap — how fast organizations are really adopting AI, where adoption stalls, what it costs, and what the numbers mean for buyers and vendors making decisions right now.

The briefs here draw on analyst takes and market surveys. They don't just report a headline number — they show you the argument behind it and flag where the evidence is thin. The goal is to give you the context to judge what the market signals actually mean for your organization.

In this section

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Enterprise AI Is Not a Startup
Aaron Levie's case that real AI transformation happens in the 88% of the economy constrained by legacy systems and regulation, not model quality.
Updated 2026-07-01
The AI Adoption Gap
An analyst thesis on why AI's market valuations have outrun real enterprise adoption, and what leaders should do about it.
Updated 2026-06-30