Which of These 3 AI Knowledge Roles Are You?

Take the 2‑minute self‑assessment that could change how you work with AI

A few months ago, I watched two colleagues use the exact same AI tool in completely different ways.

One person asked the chatbot: “Summarize this 50‑page report.” The other asked: “What are three hidden risks in this report that a busy executive might miss?”

Same AI. Same company. Radically different outcomes.

That’s when it hit me: AI doesn’t have a knowledge role. You do.

In the age of generative AI, Knowledge Management isn’t about which tool you buy. It’s about which role you play when you sit down with that tool.

Over the last year, studying KM teams and knowledge workers, I’ve seen three distinct roles emerge. And here’s the good news: you can learn to play any of them.

But first… which one are you today?

Take the 30‑Second Self‑Assessment

Answer with your gut:

1. When you face a complex problem, you usually: a) Search for an existing doc or ask an expert b) Ask the AI to generate options, then refine c) Feed AI your team’s past debates and ask for a pattern
2. Your biggest strength is: a) Finding the right information fast b) Creating new content from rough ideas c) Connecting dots across silos
3. What frustrates you most about AI? a) It gives wrong answers confidently b) It lacks business context c) It forgets what we talked about yesterday

If you answered mostly a → The Curator Mostly b → The Creator Mostly c → The Connector

Now let’s break down each role — and how AI can supercharge what you already do well.

Role 1: The Curator — “I find what matters.”

Curators have a superpower: taste. They know good knowledge from noise. They’re the people who always send you the one article that solves your problem.

In the AI era, Curators stop drowning in information. Instead of reading 20 reports, they:

• Ask AI: “Extract the three most counter‑intuitive findings from this PDF.”
• Build prompt libraries for their team: “Here’s how to ask the bot for lessons learned.”
• Use AI to tag and cluster old meeting notes, surfacing forgotten wisdom.

Warning sign for Curators: You might over‑filter. AI can surface weird, unexpected connections — don’t delete them too fast.

One action to try tomorrow: Take a messy internal wiki page. Ask AI to rewrite it as an FAQ. Share both versions. Watch people thank you.

Role 2: The Creator — “I turn ideas into assets.”

Creators are uncomfortable with blank pages, but once they have a seed, they grow forests. They write guides, record how‑tos, build templates.

AI turns Creators from “slow perfectionists” into “fast iterators.”

Here’s what that looks like:

• Instead of staring at a cursor, they prompt: “Draft three possible titles for a post about post‑mortem meetings.”
• They feed AI a rough voice memo transcript and ask: “Turn this into bullet points for a team training.”
• They use AI to translate a technical explanation into a story a new hire would understand.

Warning sign for Creators: You may generate too much. Not every output needs to be saved. Curate your own creations.

One action to try tomorrow: Pick a recurring meeting. Ask AI to draft a one‑page “what we learned” summary before you write it. Edit, don’t start from scratch.

Role 3: The Connector — “I see what belongs together.”

Connectors are rare and valuable. They remember that a debate in Marketing last quarter is exactly what R&D is struggling with today.

AI is a Connector’s dream. Why? Because AI has perfect memory — if you give it the right inputs.

Connectors do things like:

• Feed AI transcripts from two separate teams and ask: “What are three overlapping problems they haven’t realized?”
• Build a “stateful” AI assistant that remembers past conversations (using tools like custom GPTs or project memory).
• Ask: “Based on everything we’ve discussed this month, what assumption should we challenge?”

Warning sign for Connectors: You might assume AI “just knows.” It doesn’t. You have to explicitly feed it the dots before it can connect them.

One action to try tomorrow: Copy the last three team chat threads into an AI. Prompt: “What is one unspoken tension or opportunity across these conversations?” Bring that insight to your next sync.

You’re not stuck in one role

Here’s the secret most articles won’t tell you: great knowledge workers play all three roles depending on the situation.

When you need to…Lead with your…AI helps by…Find what already existsCuratorSummarizing, tagging, extractingCreate new knowledgeCreatorDrafting, brainstorming, translatingConnect across silosConnectorSpotting patterns, remembering context

The real question isn’t “which role are you?” It’s “which role does this moment demand?”

One final thought (the one that keeps me up at night)

Most organizations are over‑investing in AI tools and under‑investing in AI roles.

They buy the chatbot. They don’t teach people how to be Curators, Creators, or Connectors.

But you can change that. Start with yourself. Then show one teammate.

Knowledge doesn’t move on its own. People move it. And now, people with AI move it faster.

Let’s keep learning together

Which role surprised you most? Drop a comment: “Curator,” “Creator,” or “Connector” — and one thing you’ll try tomorrow.

If this article helped you see yourself differently, clap 👏 and share it with one person who needs to read it.