How the session works
A moderated online session brings together your team and an LLM to explore a real professional problem from multiple angles. The process is structured, practical and focused on human judgment, so you get clearer options and better-informed decisions.
A structured process in six steps
Each session follows a clear sequence, from framing the problem to agreed next steps. The moderator guides the discussion and keeps the process focused and balanced.
- 01
Prepare
You share a short brief in advance, including the context, the key question and any relevant background information.
- 02
Set the frame
The moderator opens the session, aligns the objectives, and ensures a shared understanding of the problem and constraints.
- 03
Explore perspectives
The LLM proposes different angles, options and counterpoints. The team discusses, challenges and builds on these ideas.
- 04
Identify what’s unclear
Together we surface assumptions, knowledge gaps and uncertainties that influence the decision.
- 05
Evaluate and decide
The team weighs the options, considers implications, and agrees on the most promising direction.
- 06
Summarize and next steps
The session ends with a concise summary and clear next steps for your team.
From discussion to decision
The session helps your team distinguish between what is known, what is assumed, what remains uncertain, and how the LLM can contribute to explore options. This structure leads to a more balanced and informed decision.
The three roles in the session
A balanced collaboration between your team, an experienced moderator and an LLM, each with a distinct and complementary role.
Team
You bring the real professional problem. Your team shares context, expertise and judgment, and decides what to do.
Moderator
The moderator structures the process, keeps the discussion focused, and ensures a balanced use of the LLM.
LLM
The LLM expands the search space, proposes alternatives, asks questions and offers different perspectives.
Why not simply use ChatGPT independently?
ChatGPT can be a valuable tool, but using it on your own often leads to a narrower exploration of options and a higher risk of unexamined assumptions. In a moderated session, your team benefits from multiple perspectives, a structured process and a focus on what really matters. This leads to deeper discussion, clearer trade-offs and more reliable next steps.
What remains after the session
You leave the session with a concise set of outputs that your team can use immediately.
Clearer framing
A more precise formulation of the problem and key questions.
Questions to verify
Key assumptions, uncertainties and information gaps.
Alternative options
Different perspectives and viable courses of action.
Next steps
A concise summary and agreed actions for your team.
How to start
If you have a real professional problem you would like to explore with your team, we invite you to propose a task. We will review your request and get in touch to discuss the next steps.
Propose a task Learn more about the process