Interacting with a Digital Protégé: A New Era of Collaboration
What it's actually like to work with a digital protégé: an AI that thinks the way a specific expert does, grounded in their knowledge, not the open internet.
A digital protégé is not a chatbot, and it is not ChatGPT with a new coat of paint. It is an AI built from one expert’s knowledge, and it answers the way that expert would. That distinction is the whole point, so let me be precise about it.
What a digital protégé is
A digital protégé is built from a specific person’s expertise: how they think, the questions they ask, the way they work through a problem. Talking to one feels close to talking to that expert, with two differences. It is available any time, and it draws only from what that expert actually knows.
It does not pull answers from the open internet. It does not blend one expert’s knowledge with everyone else’s. When you ask it something the expert hasn’t taught it, it doesn’t guess. It brings in the real person instead. That is the part most AI tools get wrong, and it is the part that makes a protégé worth trusting.
What it’s like to use one
The conversation feels natural. You ask a question, it answers in the expert’s voice, and it asks you the follow-ups that expert would ask. A few things make it more useful than a normal call:
- It remembers. Each conversation builds on the last, so you are not starting over every time.
- It is available when you are, not when a calendar opens up.
- You get a written summary at the end, with the key points and next steps, so the thinking doesn’t evaporate when the call does.
Where people use it
The experts on our platform use protégés as a sounding board for their clients, and their clients use them between sessions. A few common uses:
- Thinking through a decision. Talk through a problem and get the expert’s read on the trade-offs.
- Getting unstuck. Ask the question you would have emailed the expert and waited two days to hear back on.
- Learning the expert’s approach. Work through a topic the way that expert teaches it, at your own pace.
The thread that ties these together: you are getting one specific person’s judgment, on demand, instead of a generic answer.
Why it matters
An expert’s time is finite. A protégé lets that expertise reach far more people than any one calendar ever could, without watering it down and without the expert being in the room. And the expert stays in control of what it knows and who can reach it.
Try one
Isn’t it about time you tried one? Your first session is on us.
Dr. Alan Kadish is Co-Founder & Chief Strategy Officer at Expert Scale, Inc.