The Eight Levels of AI Adoption - Every

The levels

Level 1—Chatbot

What it is: You ask, it answers. This is the classic chatbot experience: ChatGPT, Claude, Gemini, or any other model that’s not embedded in your files or your systems. You give it a task, and it returns a response.

What changes at this level: You move from doing everything yourself to drafting and synthesizing with an always-available AI generalist.

What you can use it for: Writing from rough notes, summarizing documents, or answering questions about uploaded files

Try it:

Input: Meeting notes

Output: A polished email draft that identifies if there’s any missing information that still needs to be filled in

Human judgment: Confirm that the tone and facts are right, and the email’s content is something you stand behind. Prompt Copy

I am uploading a 20-page PDF on our new benefits policy. Summarize the five changes employees will care about the most, and then answer these three questions: Who is affected, what specific policies does the new timeline impact, and what would likely confuse someone who is reading this quickly?

Input: A PDF or set of documents

Output: A summary and direct answers to your questions grounded in the source material

Human judgment: Verify the summary is factual, and that the model recognizes when the material is ambiguous. When to move up: Chatbots can assist with a wide variety of tasks, but each session requires manual setup: You have to explain what you want, provide the necessary context, and transfer the chatbot’s response to wherever you’re getting work done. Consider moving to the next level if you get a lot of value from chatbot exchanges but are tired of copy and pasting.

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Level 2—Copilot

Guide workflow

Level 3—Agent

Guide workflow

Level 4—Autopilot

Guide workflow

Level 5—Workflows

Guide workflow

Level 6—Assistant

Guide workflow

Level 7—Multi-agent

Guide workflow

Level 8—Orchestrator

Guide workflow

What the levels measure

Guide workflow