GenAI Clinic

Skills and Workforce Transformation

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.

Workshop Objective

Identify Workforce Shifts

Explore how AI transforms roles: which are evolving, emerging, or fading.

Discover Future Skills

Uncover new AI-enabled roles and critical capabilities.

Generate Templates

Create reusable frameworks to guide transformation efforts.

Develop Leadership Strategies

Reflect on how to lead effective reskilling initiatives.

Tools & Requirements

What You'll Need

  • ChatGPT or equivalent GenAI tool
  • Optional: org chart or role list

No prior organization-wide skill map required. The AI will help elicit this information during the exercise.

Exercise Structure

Explore Workforce Shifts

Use GenAI to identify roles that will fade, evolve, or emerge.

Generate Output Templates

Create practical frameworks for workforce planning and reskilling.

Evaluate and Customize

Refine templates for your specific context. 10 minutes.

Share and Discuss

Exchange insights and implementation plans. 10-15 minutes.

The Flipped Interaction Prompt

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:

  1. Role Impact Heatmap
  1. Skill Gap Matrix
  1. Reskilling Program Design Template
  1. Team Learning Goals Canvas”
  • Participants should use “Next template” to move forward or ask for clarification at any time.

Four Key Templates

Role Impact Heatmap

Visualize which positions face high, medium, or low disruption from AI adoption.

Skill Gap Matrix

Identify current capabilities versus future needs across teams and departments.

Reskilling Program Design

Structure learning pathways for transitioning talent to new or evolved roles.

Team Learning Goals Canvas

Define specific capability targets and track progress over time.

Evaluation & Discussion

Template Usefulness

Which framework was most valuable for your context?

Customization Needs

What adjustments would make templates more practical?

Implementation Plan

Which template will you try this quarter?

Leadership Behaviors

What actions will support successful transformation?

Reflection Questions

First Concrete Action

What's your immediate reskilling priority?

Learning Organization

What does continuous learning look like in your industry?

Resistance Management

Where will pushback emerge and how will you respond?

AI Fluency Vision

What capabilities should your team develop by next year?