Ethics Bistro

• Accountability and responsibility: When AI systems are used for decision-making, it is challenging to assign accountability if something goes wrong. AI agents are not members of the project team; they are a tool that should augment human capabilities. Project managers need to establish clear lines of responsibility for the outcomes of AI-driven projects.
• Bias and fairness: AI is still in its infancy, and finding large volumes of good-quality data that can be used to train AI models is difficult. AI models can inherit biases from the data they are trained on, leading to unfair or discriminatory outcomes in areas like task assignment or performance evaluation. These biases can reinforce existing societal prejudices related to factors like gender, race, or socioeconomic status, potentially leading to workplace discrimination and legal penalties.
• Transparency and explainability: The "black box" nature of some AI algorithms makes it difficult to understand how they reach a decision. This lack of transparency can erode trust and make it hard for project managers to oversee, troubleshoot, or validate AI-driven recommendations.
• Over-reliance on AI agents and lack of human oversight: At any point in the project, the control should remain with humans and avoid over-reliance on AI. Lack of knowledge and practice can lead to a decline in critical thinking and human judgment among team members.

• Contextual application: The principles and the code are designed to be applied within the context of project work. Ethical dilemmas are often encountered when balancing conflicting needs, and the framework provides guidance for decision-making.
• Performance domains: Ethical dilemmas can arise in any of the performance domains (e.g., Stakeholders, Delivery, Performance). The principles and the code provide the tools for navigating these situations and making responsible choices.
• Focus on value: Ethical considerations are a crucial part of focusing on long-term value, rather than just short-term outputs, ensuring that projects are conducted in a responsible and sustainable way. 

• The principles in the PMBOK 8th Edition align with and reinforce the values in the PMI Code of Ethics and Professional Conduct, which are honesty, responsibility, respect, and fairness.
• Project managers are expected to apply these principles in their daily work to make ethical choices that lead to positive results and maintain trust. 
• The PMI Code of Ethics and Professional Conduct remains the primary source for detailed ethical guidelines.
• ProjectManagement.com offers webinars that discuss the connection between PMBOK 7 principles and the Code of Ethics. 

It was a rainy Tuesday when the red flag popped up. The AI tool, designed to optimize resource allocation across our project portfolio, had flagged three critical projects for delay. The model’s recommendation? Shift half the team from Project Titan to Project Eclipse to balance out workloads.

At first glance, it seemed logical. The resource allocation maps, and velocity graphs supported the reallocation. But something did not sit right.

I had collaborated closely with Titan’s team leads for months. They were on the verge of a breakthrough with a critical client deliverable. Moving people now, even with Eclipse falling behind, could cause a domino effect across our most valuable account.

I called a huddle.

“Why did the model deprioritize Titan?” I asked the AI SME.

“It is based on risk scoring from delivery variance, budget utilization, and resource burn. Titan looked stable, so it pulled from there.”

“But it does not know the client conversation we had last week. Titan’s ‘stability’ is built on momentum we cannot afford to interrupt.”

That was it. The AI had the data but not the context.

We chose not to follow the recommendation. Instead, we manually adjusted scope and brought in temporary support for Eclipse. It was a tough call, but three months later, Titan delivered on time and exceeded client expectations. Eclipse caught up too—without derailing the portfolio.

That experience taught me something: AI is brilliant at pattern recognition, but it does not see what you know. It does not read nuance. And it does not carry responsibility.

So, when should project managers trust AI—and when should we intervene?

Trust AI when:

• You need unbiased, data-driven insights fast.
• The decision space is clearly defined and repeatable.
• You are analyzing trends across massive datasets where human bias or oversight might creep in.

But intervene when:

• The stakes involve human relationships, trust, or reputational risk.
• The model’s logic lacks access to critical context.
• The recommendation “feels wrong” and your intuition is backed by experience not fear.

AI is like a junior analyst with infinite memory and no emotional baggage. But it lacks judgment, and judgment is where leadership lives.

As project managers, we are not just responsible for outcomes; we are stewards of values. According to the PMI Code of Ethics, we are bound to act with responsibility, respect, fairness, and honesty. Blindly following AI no matter how accurate without human oversight may compromise all four.

Use AI like a compass not a map. Let it guide your thinking, but do not let it override your wisdom.

Because when things go south, the algorithm will not be in the room explaining the outcome you will.

So next time your AI flags a decision, pause. Ask: Does this align with what I know, what I have seen, and what matters most?

If the answer is no, trust yourself and intervene.

Reference:

PMI Code of Ethics

Webinar: Ethical Project Leadership in the digital age

Webinar: When to Trust AI and When to Intervene

Ever found yourself in a situation where you witnessed unethical behavior by a covered individual (PMI Member, PMI Volunteer, PMI Credential holder, or Certification applicant) and wondered what to do next? Filing a complaint can be daunting, but it's an important step to maintain integrity in our professional community. Here's a straightforward guide to help you file a good Ethics complaint.

Find the Right Motivation

First things first, why do you want to file this complaint? Is it because you're upset and want revenge, or because you genuinely want to stop unethical behavior? The latter is the right reason. Filing a complaint takes courage as complaints cannot be anonymous.

Keep Perspective

Remember, filing a complaint is just about reporting what you saw. The Ethics Review Committee will investigate the facts and take action if needed. You're not accusing anyone; you're just sharing your observations.

Focus on Facts

This is crucial. Your complaint needs to be backed up with fact-based evidence. Strong supporting documents are essential for building a compelling and persuasive case. These documents should be specific, relevant, and verifiable, providing concrete proof of the ethical violation. Examples include emails, violation-related documents, records to point out the violation, and witness statements. Take screenshots with dates and times, as digital information can be altered or deleted, especially after the Respondent is notified about the complaint. Collect sufficient evidence to support your observation and keep it organized. It is critical to collect the evidence at the time a complaint is filed.

Refer to the Code of Ethics

A “good” complaint should refer to the Code of Ethics and Professional Conduct paragraph believed to be violated. This will help you gather the right evidence. Remember, you can't file complaints against aspirational standards, only mandatory ones.

Be Concise

Keep your complaint focused and to the point. Avoid adding unnecessary documents. A well-organized, concise complaint is much easier to review. If you have a lot of documents, provide an overview and sort them in chronological order.

Include Witnesses

In some cases, it can be very helpful to include witnesses. Especially in "word against word" situations, witnesses can provide additional perspectives that support your complaint.

Follow-up and closure

It's crucial to monitor the proceedings closely, answer the questions received, and attend the hearing, as this will provide a better opportunity to understand the complaint.

Act for the Greater Good

The Vision and Purpose section of the Code of Ethics and Professional Conduct starts with the sentence: “As practitioners of project management, we are committed to doing what is right and honorable. We set high standards for ourselves and aspire to meet these standards in all aspects of our lives-at work, at home, and in service to our profession.”

Walk the Talk

Follow the Code of Ethics and Professional Conduct:

2.3.2: “We report unethical or illegal conduct to appropriate management and, if necessary, to those affected by the conduct”

2.3.3: “We bring violations of this Code to the attention of the appropriate body for resolution”

2.3.4 “We only file ethics complaints when they are substantiated by facts”

Let's work together to uphold the highest standards in project management!

What recommendations can you give to make ethics complaints better?

In project management, while we focus heavily on timelines, budgets, and deliverables, there’s another vital factor that often goes unnoticed: ethics. Making ethical decisions isn’t always straightforward, particularly when faced with real-world pressures. The Project Management Institute’s (PMI) Ethical Decision-Making Framework (EDMF) is a tool designed to assist project managers in tackling these dilemmas, offering a structured path through the complexities of professional life. Yet, beyond the framework and guidelines, ethical decisions are rooted in something far more personal: our values, emotions, and relationships.

The PMI’s EDMF provides five core steps to navigate ethical challenges: Assess, Consider, Analyze, Apply, and Evaluate. While these offer a clear process, the real strength of the framework comes to life when combined with the human touch. Let’s delve into what this looks like in practice.

Ethical Decisions Are Deeply Personal

Consider a situation where you’re managing a project under intense pressure to meet a looming deadline. A senior manager suggests cutting a few quality checks to save time. On an ethical level, you recognize that this isn’t the right course of action, but rejecting the suggestion could lead to strained relationships and project delays. Here, human emotions—like the fear of conflict or the desire to avoid disappointing others—can cloud judgment.

This is where the PMI framework proves its value. It prompts you to pause, reflect, and assess the situation more objectively. By doing so, you can recognize the long-term implications of compromising on quality. Ethical decision-making in this scenario isn’t merely about adhering to rules; it’s about maintaining integrity and trust, both now and in the future.

Empathy Plays a Vital Role in Ethics

As project managers, we’re not just responsible for tasks but for leading people. Many ethical dilemmas don’t simply arise from rule-breaking but from human conflict. Take the example of a team member who is repeatedly missing deadlines due to personal struggles. A straightforward response might be to reprimand them, but empathy encourages a deeper understanding of their situation.

The PMI framework urges you to analyze the situation not only from the perspective of the project’s needs but also with consideration for the individual. Balancing professional standards with empathy isn’t about lowering expectations—it’s about ensuring that both the team’s success and the individual’s well-being are taken into account.

Ethical Leadership Demands Courage

It often takes courage to stand firm in the face of ethical challenges. Making the right decision doesn’t always align with what’s easiest. For example, imagine you’re asked to approve a vendor who doesn’t meet ethical standards simply because they offer the lowest price. Refusing to comply could upset higher-ups, but proceeding would compromise the integrity of the project.

The PMI framework supports ethical courage, encouraging project managers to take action with integrity, even when it feels risky. Upholding ethical standards might not always be popular, but it’s essential for long-term success and trust.

Reflecting on Decisions with a Human Lens

Finally, the framework’s evaluation phase encourages reflection on both the immediate and long-term effects of your decisions. It’s not just about refining your processes; it’s about personal growth and the impact on the people you lead. How did your decisions shape the team’s dynamic? Did they reinforce a culture of integrity?

In the end, PMI’s Ethical Decision-Making Framework is more than just a procedural tool—it’s a guide that, when combined with empathy, courage, and integrity, helps us navigate the complex, human side of project management.

Have you faced any ethical dilemmas in your project management career? How did you navigate the decision-making process? Let’s discuss it here at Ethics Bistro!

Reference:

PMI Ethical Decision-Making Framework

“Fairness is not an attitude. It's a professional skill that must be developed and exercised – Brit Hume”

In the dynamic world of project management, maintaining fairness and avoiding favoritism and prejudice are crucial for fostering a productive and harmonious work environment. These ethical challenges can significantly impact team morale, project outcomes, and the overall success of an organization. Let’s delve into how fairness, favoritism, and prejudice play out in project management and explore strategies to address these issues effectively.

1. The Importance of Fairness

• Impartial Decision-Making: Fairness in project management involves making decisions impartially and objectively. This means evaluating team members based on their skills, performance, and contributions rather than personal biases or relationships.
• Equal Opportunities: Providing equal opportunities for all team members to participate, contribute, and grow is essential. This includes fair distribution of tasks, recognition, and rewards.

2. The Detrimental Effects of Favoritism

• Resentment and Demotivation: Favoritism can lead to resentment among team members who feel overlooked or undervalued. This can result in decreased motivation and productivity.
• Unbalanced Workload: When certain individuals are favored, it can lead to an unbalanced workload, where some team members are overburdened while others have less to do. This imbalance can affect the overall efficiency of the project.

3. Addressing Prejudice in the Workplace

• Awareness and Training: Raising awareness about unconscious biases and providing training on diversity and inclusion can help mitigate prejudice. This ensures that all team members are treated with respect and fairness.
• Inclusive Culture: Promoting an inclusive culture where diverse perspectives are valued and encouraged can help reduce prejudice. This involves actively listening to and considering the viewpoints of all team members.

4. Strategies for Promoting Fairness

• Transparent Processes: Implementing transparent processes for decision-making, task allocation, and performance evaluation can help ensure fairness. Clear criteria and open communication are key to maintaining transparency.
• Regular Feedback: Providing regular and constructive feedback helps team members understand their strengths and areas for improvement. This fosters a culture of continuous learning and development.

5. Creating a Positive Work Environment

• Recognition and Appreciation: Recognizing and appreciating the efforts and achievements of all team members fosters a positive work environment. This helps build trust and encourages everyone to contribute their best.
• Conflict Resolution: Addressing conflicts promptly and fairly is crucial. Ensuring that all parties are heard and that resolutions are based on facts rather than biases helps maintain a harmonious team dynamic.

Conclusion

Fairness, favoritism, and prejudice are critical issues in project management that can significantly impact team dynamics and project success. By promoting fairness, addressing favoritism, and mitigating prejudice, project managers can create a more inclusive, productive, and positive work environment. This not only enhances team morale but also drives better project outcomes.

Question:

What are your experiences with fairness, favoritism, and prejudice in project management? How have you addressed these challenges in your projects? Share your thoughts and insights!