Why Every AI Project Now Needs an AI Management Plan?
| Sunday, 23rd of March 2025 – A recent segment on 60 Minutes Australia highlighted growing concerns around the ethical use of artificial intelligence (AI) in digital platforms. In the episode titled “Defiant: Former Executive Takes on Facebook” (Watch here), a former Facebook (Meta) executive raised questions about how AI systems influence content delivery and the potential consequences for individuals and society.
As AI becomes increasingly embedded in business solutions, it’s vital that organizations consider its ethical implications during project planning and delivery. To address this, the inclusion of an AI Management Plan in project management plan and governance should be adopted as best practice to ensure ethical alignment, regulatory compliance, and responsible innovation. AI systems are driven by algorithms and data both of which can reflect the limitations and biases of their sources. When ethical considerations are not built into the design and deployment of AI, the technology can inadvertently reinforce inequalities or deliver unintended outcomes. This risk is amplified in high-impact areas such as recruitment, finance, law enforcement, and content moderation. In recent years, several public examples have highlighted the complexities involved. For instance, facial recognition systems have led to wrongful arrests, particularly in the United States. One notable case involved Robert Williams ( https://www.abc.net.au/news/science/2023-11-01/ai-facial-recognition-robert-williams-crime-prison/103032148), who was wrongfully arrested in Detroit due to a false facial recognition match. In the hiring domain, Amazon discontinued an AI recruiting tool after it was found to show bias against female applicants (Reuters Article). These examples underline the importance of proactively managing AI-related risks within the project lifecycle. The broader public discussion around AI use highlighted by media programs and individual testimonies shows that innovation must be balanced with responsibility. AI has the potential to deliver significant benefits, but only when developed and deployed with care and Ethics at the forefront. This can be achieved by embedding an AI Management Plan into project delivery, then organizations can demonstrate a commitment to ethical practice and risk mitigation. This proactive approach not only ensures compliance but also enhances transparency and trust in the solutions being delivered. In an era where AI is rapidly evolving, taking a structured, ethical approach isn’t just good practice it’s becoming essential. Building trust in AI starts with responsible project delivery, and that starts with planning for ethics from day one. Question? What are your thoughts on including an AI Management Plan as part of project delivery? What key sections or considerations do you believe should be included to ensure ethical and responsible AI implementation? Follow our AI and Ethics articles below |
Sharing or Piracy? The ethical gray area of copyrighted materials (a second look)
Categories:
Ethics Insight Team,
Ways of Working,
Ethical Dilemma,
Professional Conduct,
Honesty,
Respect,
Responsibility,
Fairness,
Ethics
Categories: Ethics Insight Team, Ways of Working, Ethical Dilemma, Professional Conduct, Honesty, Respect, Responsibility, Fairness, Ethics
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Recent Lawsuits on Intellectual Property Theft
References: Mach, J. (2024, December 2). Media companies’ lawsuit against OpenAI latest in growing number of challenges to AI data scraping. canadianlawyermag.com. https://www.canadianlawyermag.com/practice-areas/intellectual-property/media-companies-lawsuit-against-openai-latest-in-growing-number-of-challenges-to-ai-data-scraping/390113 Project Management Institute. (n.d.). Code of Ethics and Professional Conduct. pmi.org. https://www.pmi.org/-/media/pmi/documents/public/pdf/ethics/code-values-card.pdf Project Management Institute. (2011). PMI Ethical Decision-Making Framework(EDMF). pmi.org. https://www.pmi.org/-/media/pmi/documents/public/pdf/ethics/ethical-decision-making-framework.pdf |
The Ethical Compass of Project Management: Doing What is Right Beyond What is Legal
| "Legality draws the line we must not cross; ethics raises the bar we strive to reach."
In project management, success hinges on timelines, budgets, and deliverables. Yet, beneath these metrics lies a deeper principle: ethics. As practitioners, we are trained not just to follow the law but to do "what is right." This distinction—between legality and morality—shapes our decisions, builds trust, and defines our legacy. Legal vs. Ethical Standards Legality sets the baseline: contracts met, regulations followed. It is the minimum standard. Ethics, however, pushes us further. A project might be legally sound yet ethically flawed—say, exploiting a contract loophole to cut safety costs. The law might permit it, but "what is right" demands we reject it. This mindset is not optional; it is ingrained through certifications like PMI’s Code of Ethics and Professional Conduct (CoEPC), which emphasizes Responsibility, Respect, Fairness and Honesty. The Ethical Foundation Our training instils a moral compass. It is the instinct to challenge a decision that harms stakeholders or the courage to prioritize sustainability over profit, even when laws do not require it. This is not about rule-following—it is about anticipating consequences and acting with integrity. A project manager who opts for greener practices beyond legal mandates is not just ethical; they are visionary, fostering innovation and goodwill. Why Ethics Trumps Legality Focusing on "what is right" is not altruism—it is practical. Projects are ecosystems of people and relationships. A legally compliant but ethically weak project might succeed short-term but falter in trust or reputation. Conversely, ethical choices—like fair labour practices or transparency—build loyalty and resilience. Clients remember integrity; teams thrive under it. Ethics does not just elevate outcomes; it sustains them. The Real-World Balancing Act Reality complicates this ideal. Tight deadlines and budgets test our resolve. Do you delay a project to fix an ethical issue, risking stakeholder ire? Do you push a team harder to meet a moral goal, risking burnout? These trade-offs demand balance. Ethical project managers lean on transparency—engaging stakeholders, explaining dilemmas, and finding collaborative fixes. This keeps projects on track without compromising principles. The Ripple Effect Ethical decisions ripple outward. Rejecting a bribe sets a standard. Prioritizing community impact over profit inspires trust. These choices, often subtle, shape cultures and industries. They prove project managers are not just taskmasters—we are stewards of progress. PMI’s Ethical Decision-Making Framework (EDMF) is a great tool to refer. Conclusion: Ethics as Our Guide Our indoctrination to "do what is right" elevates project management from execution to purpose. Legality is the guardrail; ethics is the compass. It ensures our work does not just meet deadlines but leaves a positive mark. In a field of constant change, this commitment to integrity anchors us, turning projects into legacies worth building. Question Have you come across projects that have proved to be more Ethical beyond Legal? Please share your thoughts and insights! |
Upholding Ethics in Personal Conduct: Lessons from “Wrongful Referrals”
| The January 9, 2025, Bloomberg article titled "The New $30,000 Side Hustle: Making Jobs Referrals for Strangers" by Jo Constantz highlights a disturbing ethical issue and discusses the emerging trend of technology workers earning significant sums by referring job candidates they have never met. This underground marketplace for employment referrals has gained traction at major U.S. companies like Microsoft and Nvidia. Platforms like Refer Me and Refermarket allow job seekers to anonymously request referrals from verified employees, with some tech workers earning up to $30,000 in referral bonuses over 18 months. While this practice can improve hiring odds, it raises ethical concerns as it often violates company policies that require personal knowledge of candidates. Examining the ethical issue using PMI’s Code of Ethics and Professional Conduct as Ethical Decision-Making Framework, I, as an astute member of the Ethics Insight Team, draw these lessons learned and propose remedies for considerations. Comments and Lessons Learned:
Remedy: To address these ethical concerns, companies should reinforce their referral policies and provide clear guidelines on acceptable practices. Regular training on the corporate/internal on similar Code of Ethics and Professional Conduct Policy and or Procedures can help employees understand the importance of responsibility, respect, fairness, and honesty in the hiring process. Additionally, implementing stricter monitoring and enforcement mechanisms can deter unethical referral practices and ensure a more transparent and equitable hiring process. How would you, as an ethical project practitioner, act when a stranger offers monetary incentives and seeks your referrals? Does the situation happen to you? Are there any other lessons learnt and remedies to which you can relate? The PMI Ethics Insight Team likes to bring this timely topic for a healthy deliberation. References: Constantz, J. (2025, January 9). How to Get a Job Referral from a Stranger. Bloomberg.com. https://www.bloomberg.com/news/articles/2025-01-09/how-employee-referrals-for-tech-jobs-became-a-side-hustle Project Management Institute. (n.d.). Code of Ethics and Professional Conduct. pmi.org. https://www.pmi.org/-/media/pmi/documents/public/pdf/ethics/code-values-card.pdf Project Management Institute. (2011). PMI Ethical Decision-Making Framework (EDMF). pmi.org. https://www.pmi.org/-/media/pmi/documents/public/pdf/ethics/ethical-decision-making-framework.pdf
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A Story of Ethical Crossroads - Delayed Delivery
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Situation: Anika (name changed to protect privacy), a project manager at a tech startup, was overseeing the launch of a new mobile app. The deadline loomed on her as they planned to showcase the app to potential investors at a tech conference. The pressure was immense. As the launch date approached, Anika discovered a critical bug in the app's user interface. The development team worked tirelessly to fix it, but time was running out. Fixing it properly would mean missing the conference deadline. A quicker but less elegant workaround was possible – it would mask the bug for the demo, but it wouldn’t be a long-term solution. Anika faced a difficult choice. Even with the workaround, presenting the app at the conference would generate much-needed buzz and attract potential investment. But it would also mean introducing a product that wasn’t fully functional. Disclosing the bug would likely dampen enthusiasm, but it would be the honest thing to do. She considered the implications. Deceiving potential investors, even with a temporary fix, felt fundamentally wrong. It could damage the company's reputation and erode trust. Behavior: Anika gathered her team and explained the situation. After a difficult discussion, they decided to be transparent. At the conference, Anika presented the app, highlighting its key features and acknowledging the minor UI issue. She explained that they were committed to delivering a polished final product and would have a fully functional version available soon. While some initial disappointment was palpable, the honesty and transparency resonated with many attendees. Several investors appreciated Anika’s candor, seeing it as a sign of integrity. In the long run, the company gained more respect and trust than it would have by concealing the bug. Impact: Anika’s decision demonstrates that ethical conduct is a moral imperative and a sound business strategy. By upholding the PMI's core values (Responsibility, Respect, Fairness, and Honesty), project managers build trust, foster strong relationships, and create a foundation for long-term project and organizational success. In the long run, honesty and transparency are far more valuable than any short-term gains achieved through unethical means. Have you experienced such scenarios in your professional life so far? How did you face them and manage them? Please share your experiences. PMI’s Ethical Decision Making Framework - https://www.pmi.org/-/media/pmi/documents/public/pdf/ethics/ethical-decision-making-framework.pdf?_gl=1*1bqx469*_gcl_au*OTkwMTE2OTYyLjE3MzM2MzkzNDM. |








