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Chapter 3 – Ethics & AI in Entrepreneurship

Learning Objectives

  • Develop the ability to identify ethical issues
  • Develop an approach to resolve ethical dilemmas once identified
  • Recognize the benefits and challenges associated with artificial intelligence in entrepreneurship

Ethics & Entrepreneurship

What does it mean to be both ethical and socially responsible as an entrepreneur? When Martin Shkreli decided to increase the price overnight of a lifesaving HIV drug from $13.50 to $750 per pill, the public immediately characterized his actions as unethical. However, he viewed his position as responsible behavior that served the best interests of his company and his shareholders. Although Shkreli’s decision to raise prices was within legal limits, his actions were critically judged in the court of public opinion.

As an entrepreneur, should Shkreli’s concerns be with ensuring the sustainability of his business or with providing patients with a more affordable (less profitable) lifesaving drug? This fundamental question raises a number of related questions about the ethics of the situation. Was the decision to raise the price of the HIV drug by 5,000 percent in the best interest of the business? Was Shkreli aware of all aspects (ethical, legal, financial, reputational, and political) of the decision he made? To critically examine the decisions of an individual such as Shkreli, one needs an enhanced awareness of the multitude of stakeholders to be considered.

Stakeholders

A comprehensive view of business and entrepreneurial ethics requires an understanding of the difference between shareholders, a small group who are the owners (or stockholders), and stakeholders, a large group that includes all those people and organizations with a vested interest in the business. Serving the needs of the shareholders, as perhaps Shkreli thought he was doing, is based on a limited view of organizational purpose. This view, known as the “shareholder primacy” doctrine, stems from a famous Michigan Supreme Court case involving the Ford Motor Company and two shareholders named the Dodge brothers (who would go on to form the Dodge Motor Company). This case established a precedent that lasted for decades, built on the premise that the only thing that should matter to a CEO and their company is shareholder profits. However, this concept has gradually been replaced by a more progressive viewpoint, mandating the consideration of all stakeholders when making key business decisions that have potentially far-reaching consequences. As an example of this new awareness, the Business Roundtable, a group of CEOs from the biggest and most successful companies in the US, recently released a new statement addressing business ethics. The CEOs prefaced this statement saying, “Together with partners in the public, private and non-profit sectors, Business Roundtable CEOs are committed to driving solutions that make a meaningful difference for workers, families, communities and businesses of all sizes.”

The aim of this chapter is twofold: first, to assist entrepreneurs in understanding the significance of ethics and the role that entrepreneurs play in developing an ethical and responsible organization. This includes the ability to recognize and identify both ethical dilemmas and legal issues that might arise. Second, we want to enable entrepreneurs to develop a moral compass that allows them to lead their business organization in a manner consistent with ethical and legal principles. An example of an ethical business organization is one that follows the Statement of Purpose by the Business Roundtable. This means creating a business environment in which each member of the organization is encouraged, enabled, and supported to develop the ethical capabilities to habitually and systematically differentiate between right or wrong. This also means that the organization, as a total system, provides consistent, meaningful, and timely consequences for unethical behavior and irresponsible actions.

Being an Ethical Entrepreneur

Whenever you think about the behavior you expect of yourself, in both your professional and personal life, you are engaging in a philosophical dialogue with yourself to establish the standards of behavior you choose to uphold—that is, your ethics. You may decide you should always tell the truth to family, friends, customers, clients, and stakeholders, and if that is not possible, you should have very good reasons why you cannot. You may also choose never to defraud or mislead your business partners. You may decide, as well, that while you are pursuing profit in your business, you will not require that all the money earned comes your way. Instead, there might be sufficient profits to distribute a portion of them to other stakeholders in addition to yourself—for example, those who are important because they have helped you or are affected one way or another by your business. This group of stakeholders might include employees (profit sharing), shareholders (dividends), the local community (time), and social causes or charities (donations).

Being successful as an entrepreneur may therefore consist of much more than simply making money and growing a venture. Success may also mean treating employees, customers, and the community at large with honesty and respect. Success may come from the sense of pride felt when engaging in honest transactions—not just because the law demands it, but because we demand it of ourselves. Success may lie in knowing the profit we make does not come from shortchanging others. Thus, business ethics guides the conduct by which entrepreneurs and their companies abide by the law and respect the rights of their stakeholders, particularly their customers, clients, employees, and the surrounding community and environment.

Nearly all systems of moral, ethical, spiritual, and/or religious beliefs stress the building blocks of engaging others with respect, empathy, and honesty. These foundational beliefs, in turn, prepare us for the codes of ethical behavior that serve as ideal guides for business. Still, we need not subscribe to any particular faith to hold that ethical behavior in business is necessary. Just by virtue of being human, we all share obligations to one another, and principal among these is the requirement that we treat others with fairness and dignity, including in our commercial transactions.

For this reason, we use the words ethics and morals interchangeably in our discussion. We hold that “an ethical person” conveys the same sense as “a moral person.” Ethical conduct by entrepreneurs/business owners is not only the right way to behave, but it also burnishes our own professional reputation as business leaders of integrity.

Integrity—that is, unity between what we say and what we do—is a highly valued trait. But it is more than just consistency of character. Acting with integrity means we adhere strongly to a system of ethical values. Such values often serve as the foundation for the creation of ethical codes, or codes of conduct. A code of ethics acts to guide conduct and may be derived from a variety of sources. It could be a personal, internal code of conduct, or an official code adopted by a business organization. Or it could be an external code based on one’s profession (e.g., CPAs, attorneys, CFPs, and others have professional codes of ethics), or a more broadly applicable external code such as that of the Business Roundtable or Business for Social Responsibility. Being a professional of integrity means consistently striving to be the best person and professional that you can be in all your interactions with others. Integrity in business brings many advantages, not the least of which is that it is a critical factor in allowing businesses and society to function properly. It is also a fundamental basis for developing and maintaining trust, which is vital to all contractual and informal commitments between businesses and all their key stakeholders.

Successful entrepreneurs and the companies they represent will take pride in their enterprise if they engage in business with transparency, intentionality, and integrity. To treat customers, clients, employees, and all those affected by a venture with dignity and respect is ethical. In addition, ethical business practices serve the long-term interests of businesses because customers, clients, employees, and society at large will be much more willing to patronize a business and work hard on the business’s behalf if that business is perceived as caring about the community it serves. And what type of firm has long-term customers and employees? One whose track record gives evidence of honest business practices.

Research on the performance of the World’s Most Ethical Companies (WMEC) indicates a positive association between ethical conduct and successful long-term financial performance. These businesses often outperform their market expectations, both in periods of market growth and decline. The WMEC list of companies shows an average annual excess return of more than 8 percent higher than expected profitability. This may be due to a variety of reasons, including what researchers term a positive effect on business culture, stakeholders, and reputation. In other words, being ethical beneficially influences employees, investors, and customers.

Many people confuse ethical and legal compliance. However, these concepts are not interchangeable and call for different standards of behavior. The law is needed to establish and maintain a functioning society. Without it, our society would be in chaos. Compliance with legal standards is mandatory. If we violate these standards, we are subject to punishment as established by the law. Therefore, compliance generally refers to the extent to which a company conducts its business operations in accordance with applicable regulations, statutes, and laws. Yet this represents only a baseline minimum. Ethical observance builds on this baseline and reveals the principles of an individual business leader or a specific organization. Ethical acts are generally considered voluntary and personal—often based on our individual perception of what is right and wrong.

Some professions, such as medicine and the law, have traditional and established codes of ethics. The Hippocratic Oath, for example, is embraced by most professionals in healthcare today as an appropriate standard always owed to patients by physicians, nurses, and others in the field. This obligation traces its lineage to ancient Greece and the physician Hippocrates. Businesses are different in not having a mutually shared standard of ethics. This is changing, however, as evidenced by the array of codes of conduct and mission statements many companies have adopted over the past century. These beliefs have many points in common, and their shared content may eventually produce a code universally claimed by business practitioners. What central point might constitute such a code? Essentially, a commitment to treat with honesty and integrity customers, clients, employees, and others affiliated with a business.

The law is typically indebted to tradition and precedent, and compelling reasons are needed to support any change. Ethical reasoning often is more topical and reflects the changes in consciousness that individuals and society undergo. Often, ethical thought precedes and sets the stage for changes in the law.

Behaving ethically requires that we meet the mandatory standards of the law, but that is not enough. For example, an action may be legal that we personally consider unacceptable (consider how many viewed Shkreli’s legal price hike). Entrepreneurs today need to focus not only on complying with the letter of the law but also on going above and beyond that basic mandatory requirement to consider their stakeholders and do what is right.

Developing a Moral Compass

moral compass is a state of mind where an individual has developed the needed capabilities to differentiate between right and wrong, or between just and unjust in challenging circumstances. When individuals are able to act in an ethical manner systematically, habitually, and without struggling to decide how to act or what to do in difficult situations, they have internalized that moral compass. It can be said that these individuals possess a good character, are able to earn trust, and have qualities that are deemed necessary for leadership.

To develop and internalize a moral compass, an entrepreneur and the members of the organization need to continually exercise and develop their ethical “muscles.” These ethics-based muscles include qualities such as trust, truthfulness, respect, responsibility, commitment, care, love, and justice. However, as you will learn, an entrepreneur needs to first provide the organizational framework and foundation in which individuals and business units regularly exercise these qualities. This framework and foundation include that everyone receive the right training, be given the opportunity to identify and close gaps in their behavior, receive recognition and incentives that reinforce good ethical behavior, and receive consistent, timely, and substantial consequences when they fail to act responsibly. These and other actions begin to help individuals develop and internalize an ethical compass.

Artificial Intelligence & Entrepreneurship

Introduction

Artificial intelligence (AI) is rapidly transforming the entrepreneurial landscape, reshaping how new ventures identify opportunities, design products, build teams, reach customers, and scale operations. Once reserved for organizations with massive capital and technical expertise, AI tools are now accessible to entrepreneurs at every stage of venture development. This chapter explores the evolving relationship between AI and entrepreneurship, highlighting the opportunities, capabilities, ethical considerations, and strategic decisions founders must navigate in AI-enabled environments.

1. The Role of AI in the Modern Entrepreneurial Ecosystem

Entrepreneurs operate within environments shaped by technological change, market uncertainty, and resource constraints. AI amplifies an entrepreneur’s ability to detect trends, test ideas, and deliver value faster than ever before. Key ecosystem-level shifts include:

1.1 Democratization of Intelligence

Cloud-based AI tools—such as language models, predictive analytics platforms, and automated design systems—allow early-stage ventures to access capabilities once limited to established firms. Founders can conduct sophisticated market research, build prototypes, forecast demand, and automate core processes without extensive technical backgrounds.

1.2 Acceleration of Market Cycles

AI-driven automation reduces the time required for tasks such as customer discovery, experimentation, and iteration. As a result, markets evolve faster, product life cycles shorten, and entrepreneurs must adopt more adaptive and data-driven strategies.

1.3 Increased Competition and Differentiation Pressure

Because AI reduces entry barriers, more ventures pursue similar opportunities. Differentiation increasingly depends on unique data assets, proprietary algorithms, exceptional customer experiences, and strong ethical practices.

2. Opportunity Recognition in the Age of AI

Opportunity recognition is a foundational entrepreneurial skill. AI enhances this process by enabling founders to identify patterns, unmet needs, and emerging niches with greater precision.

2.1 AI-Supported Market Scanning

Entrepreneurs can use AI tools to:

  • Analyze large volumes of news, reports, and market signals

  • Detect trends through natural language processing (NLP)

  • Map competitor activity

  • Identify underserved customer segments

This systematic scanning improves accuracy and reduces the bias inherent in intuition-only decision-making.

2.2 Customer Discovery and Insight Generation

AI enables deeper understanding of customer behavior through:

  • Sentiment analysis of social media and reviews

  • Automated interview transcription and thematic coding

  • Voice-of-customer clustering algorithms

  • Behavioral prediction models

These tools help entrepreneurs validate problems, refine value propositions, and prioritize features.

2.3 Predictive Opportunity Assessment

Machine learning algorithms can forecast:

  • Market demand

  • Adoption likelihood

  • Price sensitivity

  • Product-market fit indicators

Startups use these insights to analyze opportunity attractiveness before committing significant resources.

3. AI-Enabled Venture Creation and Product Development

AI reshapes the process of designing, building, and launching new products.

3.1 Rapid Prototyping and Design

AI systems can generate:

  • User interface mockups

  • Product concepts

  • Technical specifications

  • Marketing copy and branding assets

Generative AI reduces early-stage development costs and accelerates time-to-market.

3.2 AI-Augmented Product Innovation

AI enables the creation of entirely new categories of products and services, such as:

  • Personalized recommendation engines

  • Autonomous systems

  • Smart devices with embedded learning capabilities

  • Data-driven platforms that improve over time

Entrepreneurs must understand the capabilities and limitations of these technologies to build viable AI-driven offerings.

3.3 No-Code and Low-Code Development

Platforms now allow founders to build functional AI applications without traditional programming skills. Tools such as visual model builders, automated API generators, and prompt-based agent designers empower non-technical entrepreneurs to bring sophisticated solutions to market.

4. AI in Entrepreneurial Operations and Growth

Once a venture launches, AI continues to influence how it operates, scales, and competes.

4.1 AI-Driven Operational Efficiency

New ventures benefit from automating tasks such as:

  • Customer support (chatbots, virtual agents)

  • Accounting and finance

  • Supply chain forecasting

  • Sales lead scoring

  • Human resource management

This reduces operational burdens and allows teams to focus on high-value work.

4.2 Data as a Strategic Asset

Entrepreneurs must strategically collect, manage, and protect data. High-quality, proprietary data can serve as a major competitive advantage, enabling better predictions, personalized experiences, and barriers to entry.

4.3 Growth and Scaling with AI

AI supports scaling by:

  • Optimizing marketing campaigns

  • Predicting user churn

  • Personalizing customer journeys

  • Automating onboarding and service delivery

  • Enhancing pricing strategies through dynamic models

Startups that integrate AI early are often more agile and data-driven, positioning themselves for sustainable growth.

5. The Entrepreneur as an AI-Augmented Leader

AI influences entrepreneurial leadership, requiring founders to adopt new competencies.

5.1 Decision-Making in AI-Rich Environments

Entrepreneurs must interpret AI outputs, recognize algorithmic limitations, and combine machine insights with human judgment. Key skills include:

  • Critical evaluation of data quality

  • Understanding model assumptions

  • Assessing statistical confidence

  • Judging when human oversight is essential

5.2 Team Design and Workforce Transformation

AI reshapes roles within startups. Founders may build hybrid teams that combine:

  • Technical talent (data scientists, machine learning engineers)

  • Domain experts

  • Ethics and compliance specialists

  • Human-centered designers

Entrepreneurial leaders must also manage cultural impacts, ensuring employees feel empowered rather than threatened by AI adoption.

5.3 Continuous Learning and Adaptability

Because AI technologies evolve rapidly, founders must cultivate a mindset of ongoing learning. Entrepreneurial success increasingly depends on the ability to adapt to new tools, model advancements, and shifting industry standards.

6. Ethical, Legal, and Social Considerations

Entrepreneurs integrating AI into their ventures shoulder important ethical responsibilities.

6.1 Bias and Fairness

AI models may unintentionally propagate or amplify social biases. Entrepreneurs must implement:

  • Diverse training data

  • Regular audits

  • Transparent documentation

  • Fairness metrics and safeguards

6.2 Data Privacy and Security

Startups must navigate data protection regulations such as GDPR, CCPA, and sector-specific standards. Ethical entrepreneurs prioritize:

  • Informed consent

  • Secure data storage

  • Minimal data collection

  • Clear privacy communication

6.3 Accountability and Transparency

Founders should be prepared to explain how their models make decisions, especially in sensitive domains. Transparent AI practices help build trust with users, partners, and regulators.

6.4 Social Impact and Responsible Innovation

AI ventures wield influence beyond financial outcomes. Ethical entrepreneurs consider:

  • Potential harm or misuse

  • Environmental impacts of model training

  • Accessibility and inclusion

  • Long-term societal effects

Responsible innovation enhances legitimacy and long-term sustainability.

7. Future Directions for AI and Entrepreneurship

The entrepreneurial future with AI promises extraordinary transformation. Emerging developments include:

  • Autonomous startups powered by AI agents capable of designing, testing, and operating businesses

  • Hyper-personalized markets where AI tailors products for individuals at scale

  • Human–AI co-creative innovation, blending human imagination with machine intelligence

  • New business models built on synthetic data, digital twins, and continuous learning systems

  • Regulatory evolution, shaping how AI-driven ventures form and compete

Entrepreneurs who understand both the promise and responsibility of AI will be uniquely positioned to lead in this evolving landscape.

Conclusion

Artificial intelligence is not simply another technological advancement—it is a fundamental shift in how entrepreneurial value is created. AI enhances opportunity recognition, accelerates product development, transforms operations, and reshapes leadership. At the same time, it introduces complex ethical and strategic considerations that founders must navigate with care. By mastering these dimensions, entrepreneurs can harness AI to build innovative, responsible, and competitive ventures capable of thriving in a rapidly changing world.


***The section above was written entirely by ChatGPT with the prompt: “Write a college textbook chapter on artificial intelligence and entrepreneurship”.***

Could you tell a difference between the AI writing and the other sections of the textbook thus far? Artificial Intelligence (AI) is certainly at the forefront of discussions among entrepreneurs. They are trying to understand how AI can help them conduct business more efficiently and creatively, while still maintaining their code of ethics. One important question to consider is when does the use of AI in business become unethical?

Project Preparation

As a student, how are you currently using AI? Is AI enhancing your learning or replacing it? Will you use AI for your project? At what point does your use of AI become unethical?

Attribution

This work builds upon materials originally developed by OpenStax in their publication “Entrepreneurship,” which is licensed under CC BY 4.0.

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License

Icon for the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License

Introduction to Entrepreneurship Copyright © 2024 by Jenn Woodhull-Smith is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License, except where otherwise noted.