GenAI Clinic

Task Automation and Augmentation

This exercise helps leaders identify repetitive tasks that can be automated with AI. Participants will explore GenAI tools to reduce workload and reimagine their roles.

Exercise Objectives

Identify Automation Opportunities

Discover tasks that can be automated or augmented with AI.

Practice Using GenAI

Learn to use AI tools to reduce repetitive workload.

Reimagine Your Role

Reflect on how priorities might shift with AI assistance.

Rethink Team Structure

Begin thinking about task redistribution across teams.

Required Tools

GenAI Tool

ChatGPT, Gemini, Copilot, or Notion AI with free or trial access.

Note-Taking

Pen & paper or digital notepad for recording tasks and insights.

Time

40 minutes total for the complete exercise and reflection.

Step 1: Task Audit

1

List Tasks

Write down 10 tasks you've performed in the past 5 working days.

2

Mark Repetitive Tasks

Label with 🟡 for tasks you do frequently.

3

Identify Low-Value Work

Mark with 🔴 tasks that don't maximize your skills.

4

Note Time-Consuming Activities

Use 🟢 for tasks that take significant time.

Step 2: Prompt AI for Augmentation

Prompt Text:

  • "Act as a smart assistant that helps me reduce repetitive tasks. Here's what I typically do:
    [Paste 3–5 tasks from my list]
    Can you suggest how to automate or accelerate these with AI or digital tools?"

    - Try follow-up prompts like:
    "Can you write the email?"
    "Can you create a spreadsheet template?"
    "Can you summarize this process?"

Step 3: Reimagine Your Role

Time Saved

Calculate hours freed by automation

New Value

Identify higher-impact work you could do

Skills Focus

Consider which abilities deserve more attention

Innovation

Brainstorm new initiatives you could lead

Step 4: Peer Dialogue

Share Surprises

Discuss what unexpected tasks could be automated.

Near-Term Actions

Identify what could be automated this month.

Role Evolution

Consider implications for your role and team.

Reflection Questions

Automation Candidates

Which tasks felt the easiest to automate with AI?

Human-Led Activities

Which tasks should remain human-led? Why?

Leadership Impact

How might this affect how you lead or structure your team?

Next Steps

What would be your next step in applying what you learned today?