AI Augmentation
Using AI to enhance what people can do rather than replace them entirely. Instead of "AI does the work," it's "AI does the parts humans find slow or tedious so humans can focus on the parts that need judgment." Research shows that framing AI as augmentation rather than replacement consistently drives higher adoption rates, better employee buy-in, and better outcomes — because people are more willing to use tools they don't feel threatened by.
In practice
Your CS team still handles every customer conversation — but Claude drafts the first response for them. They review, edit, and send. The workload drops by 40% without replacing anyone. That's AI augmentation: Claude handles the time-consuming part, humans handle the judgment.
Related concepts
Where AI Augmentation shows up
4 articlesA solo founder using Claude ineffectively has all the tools and none of the leverage. The founders who move fast have a system, not just a habit of asking questions. Here's the system.
Your Downloads folder, your desktop, your bookmarks, your subscriptions — the digital clutter that accumulates until your computer feels like a junk drawer. Here's how Claude helps you actually deal with it.
Claude is not built into Google Docs — but the right workflow makes it feel like it is. Here is how to use Claude effectively alongside Docs without losing your mind to copy-pasting.
Claude is most useful for writing not as a ghostwriter, but as a collaborator. The right workflow produces output that sounds like you — and is better than what you would have written alone.