
This interactive workshop helps leaders navigate AI's impact on workforce dynamics. Participants will explore evolving roles and create actionable templates for workforce planning and reskilling.
Explore how AI transforms roles: which are evolving, emerging, or fading.
Uncover new AI-enabled roles and critical capabilities.
Create reusable frameworks to guide transformation efforts.
Reflect on how to lead effective reskilling initiatives.
No prior organization-wide skill map required. The AI will help elicit this information during the exercise.

Use GenAI to identify roles that will fade, evolve, or emerge.
Create practical frameworks for workforce planning and reskilling.
Refine templates for your specific context. 10 minutes.
Exchange insights and implementation plans. 10-15 minutes.
You are a workforce strategist. I want to explore how AI will impact roles, skills, and reskilling needs in my organization.
Use the following flipped interaction prompt to guide the entire process: “You are a workforce strategist. I want to explore how AI will impact roles, skills, and reskilling needs in my organization. Start by asking me what kind of organization or team I’m in. Based on that, help me brainstorm roles that are likely to fade, evolve, or emerge — one suggestion at a time. Once I’ve identified some key role or skill shifts, guide me through the creation of practical templates, one at a time. Please wait for my response before continuing. The templates I’d like are:
- Role Impact Heatmap
1.
- Skill Gap Matrix
2.
- Reskilling Program Design Template
3.
- Team Learning Goals Canvas”
4.
- Participants should use “Next template” to move forward or ask for clarification at any time.
Visualize which positions face high, medium, or low disruption from AI adoption.
Identify current capabilities versus future needs across teams and departments.
Structure learning pathways for transitioning talent to new or evolved roles.
Define specific capability targets and track progress over time.
Which framework was most valuable for your context?
What adjustments would make templates more practical?
Which template will you try this quarter?
What actions will support successful transformation?
What's your immediate reskilling priority?
What does continuous learning look like in your industry?
Where will pushback emerge and how will you respond?
What capabilities should your team develop by next year?
GenAI Clinic