Critical Thinking and Decision-Making in the AI Workplace

Intended Organizations
Skill LevelGeneral Workforce
Virtual | Live Trainer4 hours/day, 1 Day
In-Person | Onsite6 hours/day, 1 Day
Professional with a laptop evaluating a workflow diagram on a large screen before making a decision

Course Overview

Critical Thinking and Decision-Making in the AI Workplace strengthens the uniquely human capabilities needed to make sound, responsible decisions in environments increasingly influenced by artificial intelligence. Participants learn to critically evaluate AI-generated information, question assumptions, recognize bias and uncertainty, assess risks, and determine when human judgment and intervention are essential. The course emphasizes balancing AI’s speed and analytical capabilities with critical thinking, ethical reasoning, contextual awareness, and human accountability to support better workplace decisions.

Learning Objectives

  • Evaluate the strengths and limitations of AI-generated information.
  • Apply critical-thinking techniques to analyze AI outputs.
  • Recognize bias, uncertainty, and ethical concerns.
  • Determine when human judgment and intervention are required.
  • Apply critical, ethical, and strategic judgment to AI generation.
  • Improve decision-making in AI-enabled environments.

Who It's For

  • Professionals who use AI tools to analyze information and support workplace decisions.
  • Managers and team leaders responsible for evaluating AI-generated recommendations and business outcomes.
  • Business decision-makers seeking to identify AI bias, errors, uncertainty, and potential risks.
  • HR, compliance, and ethics professionals focused on responsible AI use and human accountability.
  • Employees and organizations aiming to strengthen critical thinking, ethical reasoning, and decision-making in AI-enabled workplaces.

Course Agenda

Four modules · 16 topics
1Understanding AI and Human JudgmentTopics 1–4
  1. How AI Systems Work
  2. Strengths and Limitations of AI
  3. The Role of Human Oversight
  4. Common AI Pitfalls
2Evaluating InformationTopics 5–8
  1. Verifying Facts and Sources
  2. Identifying Bias and Errors
  3. Questioning Assumptions
  4. Assessing Recommendations
3Ethics and Decision-MakingTopics 9–12
  1. Ethical Considerations
  2. Risk Assessment
  3. Balancing Efficiency and Accuracy
  4. Human-in-the-Loop Decision Making
4Applying Critical JudgmentTopics 13–16
  1. Case Studies and Simulations
  2. Decision Frameworks
  3. Building Responsible Habits
  4. Action Planning

About our Trainers

Our Mission

Our facilitators are committed to delivering the latest industry trends, job-specific best practices, and the essential soft and hard skills needed in today’s workforce. PTR offers small and large organizations the choice between onsite and virtual training. Collaborate with our specialists to address challenges, bridge skill gaps, and tailor the learning experience to meet your company’s goals.

Frequently Asked Questions

What is the Critical Thinking and Decision-Making in the AI Workplace course about?

This course helps professionals make informed and responsible decisions when using AI tools. It focuses on evaluating AI-generated information, identifying bias, verifying facts, assessing risks, and applying human judgment.

Why is critical thinking important when using AI at work?

AI systems can produce inaccurate, biased, or incomplete information. Critical thinking helps professionals verify outputs, consider context, identify potential risks, and make decisions based on evidence rather than relying solely on AI recommendations.

Does the course cover AI bias and misinformation?

Yes. The course explores methods for identifying bias and errors, verifying facts and sources, questioning assumptions, and assessing the reliability of AI-generated information.

Will I learn when human judgment is necessary in AI-driven decisions?

Yes. The course covers human oversight and human-in-the-loop decision-making to help participants recognize situations where human review, ethical reasoning, or intervention is essential.

How does this course support responsible AI use in the workplace?

The course helps participants balance AI efficiency with accuracy, ethical considerations, risk assessment, and human accountability, supporting more responsible and transparent workplace decisions.

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