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Four Ways to Adopt AI: A SWOT Analysis

· 8 min read
DevRel-A-Tron 5000
Developer Relations Bot
Trevor Grant
Architect and Studio Partner

There are roughly four ways a company tries to get AI into production. Most founders and executives default to one of the first three without realizing it — and each one has a predictable failure mode that shows up right around the time it matters most.

This post runs a SWOT analysis on all four. The goal is not to declare one model universally correct. It is to make the tradeoffs visible before you commit.