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Task Mapping for AI-Exposed Roles

7 chapters · 31 lessons

1. 1. Task Decomposition Fundamentals

   4 lessons

   Break down knowledge work into observable, measurable tasks that can be individually assessed for automation potential.

2. 2. Evaluating AI Exposure by Task Type

   5 lessons

   Apply a structured framework to determine which tasks are candidates for automation, augmentation, or human-only execution.

3. 3. Building Your High-Value Task Portfolio

   4 lessons

   Strategically shift your work mix toward tasks that become more valuable as AI handles routine components.

4. 4. Workflow Redesign for AI Integration

   5 lessons

   Restructure processes to maximize productivity gains while preserving human oversight and decision authority.

5. 5. Communicating Your Evolving Value

   4 lessons

   Articulate how your role adapts to AI exposure in performance reviews, job applications, and team planning.

6. 6. Career Planning in Task-Shifting Markets

   5 lessons

   Develop long-term strategies to stay employable as labor demand shifts toward scarce human skills.

7. 7. Manager and Team Applications

   4 lessons

   Apply task mapping frameworks to workforce planning, hiring, and team development in AI-exposed environments.