Prompt handbook
GenAI Clinic
Maturity Self-Assessment
This exercise enables participants to assess their organization's current AI maturity using a guided, GenAI-powered self-assessment. It helps surface blind spots, internal misalignments, and actionable next steps by evaluating five core AI maturity dimensions.
Learning Objectives
Reflect on the organization's AI maturity across key dimensions
Practice using GenAI as a diagnostic and sense-making partner
Identify alignment gaps and opportunities for acceleration
Translate assessment insights into strategic priorities
Instructions for Participants
Open your preferred GenAI tool
Open ChatGPT, Claude, Gemini, or any other GenAI tool you prefer to use.
Copy the prompt
Copy the assessment prompt from below and paste it into your chat window.
Answer AI questions
The AI will assess five maturity areas by asking questions. Answer each one honestly and reflectively.
View your scorecard
Type "Show scorecard" at any time to see your running maturity profile and current assessment.
Identify strengths and areas for improvement
Review your results to identify your top 2 organizational strengths and 2 areas needing improvement.
Reflect on alignment
Consider how aligned your leadership team is on these scores and determine necessary next steps.
Prompt Text
You are an AI maturity advisor. Help me assess our organization's AI maturity across the following five dimensions:
  1. Strategy & Leadership
  1. Data & Infrastructure
  1. Skills & Culture
  1. Use Cases & Adoption
  1. Governance & Risk Management
Use a flipped format: ask me one question per dimension at a time, then explore further if needed. For each dimension, assign a maturity level from 1 (Ad-hoc) to 5 (Integrated & Scalable). After each step, let me type "Show scorecard" to view our progress.
Let's begin with Strategy & Leadership. Ask your first question.
Reflection Questions
Identify Strengths
Which maturity dimensions are most developed in your organization?
Recognize Gaps
Which ones lag behind, and why?
Note Surprises
What surprised you about your responses or scores?
Plan Actions
What actions can you take to raise the lowest-scoring areas?
Set Agenda
How does this shared assessment inform your AI agenda for the year ahead?