10Ten Rules

Lesson 4 · 20 min

Deploying AI Where Work Happens

AI gets adopted when it shows up inside the tools people already use — shaped to each surface's format, speed, and constraints. One tab away is where adoption goes to die.

The gist

  • Embed AI in the tools people already live in — never a separate portal
  • Same capability, different behavior per surface: terse in chat, thorough in docs
  • Beat shadow AI by being closer than the personal chatbot

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