Case studies

This case is designed to enable students to understand the role of women in artificial intelligence (AI); understand the importance of ethics and diversity in the AI field; discuss the ethical issues of AI; study the implications of unethical AI; examine the dark side of corporate-backed AI research and the difficult relationship between corporate interests and AI ethics research; understand the role played by Gebru in promoting diversity and ethics in AI; and explore how Gebru can attract more women researchers in AI and lead the movement toward inclusive and equitable technology.

The case discusses how Timnit Gebru (She), a prominent AI researcher and former co-lead of the Ethical AI research team at Google, is leading the way in promoting diversity, inclusion and ethics in AI. Gebru, one of the most high-profile black women researchers, is an influential voice in the emerging field of ethical AI, which identifies issues based on bias, fairness, and responsibility. Gebru was fired from Google in December 2020 after the company asked her to retract a research paper she had co-authored about the pitfalls of large language models and embedded racial and gender bias in AI. While Google maintained that Gebru had resigned, she said she had been fired from her job after she had raised issues of discrimination in the workplace and drawn attention to bias in AI. In early December 2021, a year after being ousted from Google, Gebru launched an independent community-driven AI research organization called Distributed Artificial Intelligence Research (DAIR) to develop ethical AI, counter the influence of Big Tech in research and development of AI and increase the presence and inclusion of black researchers in the field of AI. The case discusses Gebru’s journey in creating DAIR, the goals of the organization and some of the challenges she could face along the way. As Gebru seeks to increase diversity in the field of AI and reduce the negative impacts of bias in the training data used in AI models, the challenges before her would be to develop a sustainable revenue model for DAIR, influence AI policies and practices inside Big Tech companies from the outside, inspire and encourage more women to enter the AI field and build a decentralized base of AI expertise.

This case is meant for MBA students.

Teaching Notes are available for educators only.

CCS 11: Strategy

After working through the case and assignment questions, students should be able to develop an understanding of how to identify female leadership competencies; analyze social and psychological barriers to developing female leadership; and consider various solutions to build trust in rural settings by overcoming social and psychological barriers.

In 2022, Mrs Anjaria, the Managing Director, and Mr Anjaria, the Chairperson of the Rangoli Group of Institutions in Gandhinagar, Gujarat (India), were facing the challenge of how to empower thousands of females in the preschool venture in the rural area as they could see the impact of their female edupreneurs in the urban area. Both had worked up the ladder in the preschool venture after quitting their professional careers in the corporate world. They now wanted to create female edupreneurs to empower women and bring about social and educational change at the grassroots level. They needed to make an informed decision about how to scale the preschool offerings at rural sites to bring educational change and increase revenue simultaneously; however, they were unsure how to execute this vision into a tangible profit-making social edupreneurial reality. Government preschools (Anganwadis) and social structures in rural Indian contexts were a major consideration. It was important to increase their hiring efforts to empower women with their franchise model. However, issues such as leadership competencies, psycho-socio-cultural barriers, and creating trust in rural economies challenged their vision.

The case is suitable for MBA students or postgraduate-level courses on development communication, business communication, entrepreneurial communication and gender communication seeking to develop female competencies through communication models. This case illustrates how to create trust through communication among female eduprenuers by overcoming social and psychological barriers in rural settings.

Teaching notes are available for educators only.

CCS 3: Entrepreneurship

Services Marketing: People Technology Strategy (Eighth Edition) By Pearson, Authored by Wirtz Jochen, Lovelock Christopher, Chatterjee Jayanta, 2017; Service-Marketing: Text and Cases (Second Edition) By Pearson, Authored by Harsh Verma, 2011.

Students will gain an understanding of business models, which has a positive impact on the environment.

This case study intends to help learners understand the concept of segmentation, targeting and positioning (STP) in the case of services. The idea of services is different from that of a product as in services; intangible elements dominate the value creation. By exploring the practical scenarios faced by the protagonist, in this case, readers would enhance their problem-solving abilities in similar situations.

Prerna is the founder of Ecoplore, an aggregator cum booking platform for eco-hotels. It onboards hotels only if they are made up of vernacular architecture and maintains at least 33% of greenery on its premises. Listed properties also harvested rainwater, used renewable source of energy, used sustainable options instead of single use plastic, composted organic waste. Most of these properties grow vegetables, fruits and herbs, and the visitors enjoy homemade organic meals. Ecoplore is the only aggregator platform to visit and verify these eco-hotels directly. Ecoplore is an early-stage startup; all customer queries were handled by Prerna, on-call or through a chat box. It included interacting with prospective clients, understanding their requirements, suggesting the most suited options and booking the eco-hotels. Prerna had to spend most of the time interacting with clients. Over time, she comprehended that only a few prospective clients became Ecoplore’s customers, and the conversion rate was low of owing to various reasons like ticket size, clients' age and psychology.

For students: This case is aptly designed for marketing students pursuing Bachelor’s in Business Administration and Master of Business Administration courses to understand and apply STP theory and service marketing concepts.

CCS 3: Entrepreneurship.

This case is designed to achieve the following learning objectives: recognize the impact of personality traits on leadership style; identify the key elements in a turnaround strategy; examine leadership best practices from a gender perspective; and assess the role of strategic decision-making on company growth.

The case study describes how Lisa Su (Su), the first woman CEO of Advanced Micro Devices, helped turn around the debt-laden semiconductor firm within a decade through her transformational leadership, vision and values. The case first touches upon Su’s early life and education and the influence of her parents in shaping her personality. It then focuses on the first half of Su’s career, during which she was working on semiconductor projects and was involved in research and product development, and how she made the gradual shift to a people management role in her stint of over a decade at IBM followed by a leadership opportunity at Freescale Semiconductor Inc. The case then describes Su’s move to AMD in 2012 as Senior Vice President and General Manager of the company’s global business divisions at a time when AMD was nearly US$2.5bn in debt and revenues had increased only once in the previous five years. There were also rumors of bankruptcy and spin-offs after the company lost more than US$1bn in the year 2012. The cas

This case is meant for MBA students as part of their Organizational Behavior, Leadership, and Strategic Management curriculum.

Teaching notes Student feedback details.

CCS 11: Strategy.

This case presents some of the entrepreneurial challenges faced by a female leader in the technology sector who conceived a new product based on her passion to help others especially those most disadvantaged.

Upon completion of this case study, students should be able to prepare supply chain and distribution analysis that considers ethics and sustainability, integrate philanthropic efforts as part of an organizational strategy and recognize strategies to promote equity within and beyond an organization.

Connie Stacey (she/her) is an entrepreneur and president of Growing Greener Innovations, an award-winning battery energy storage company based in Alberta, Canada, with a mission to end energy poverty globally. With the emergence of COVID-19 as a global pandemic in 2020, Stacey turned her attention to an innovation called Project Rescue, a ventilator that uses non-identifying patient vitals to track data. It serves as a pandemic early warning system, addressing two key challenges: pandemic data are prone to error, and real-time information is non-existent after the pandemic has spread. This new product was conceived based on her passion to help others, especially those most disadvantaged. This multi-faceted case focuses on the many challenges that Stacey and her team needed to address. The dilemma in this case centres on establishing supply chains amid a pandemic, as well as prioritizing the corporate social responsibility elements of philanthropy and equity within her organization (and beyond).

This case is appropriate for third- or fourth-year undergraduate or graduate-level students.

In addition to “call out boxes” throughout the case and teaching note, additional readings/links/videos are outlined below. (These supplementary materials, “Teaching Tips”, are included in the teaching notes as well.)

CCS 11: Strategy.

Cases currently available on business model canvas pertain to large multi-national companies. However, this case takes the happenings at a relatively small business and applies the business model canvas there. Through the case, the authors illustrate how small Indian businesses in various small towns and cities are adapting to the disruptions in their businesses. In addition, insight regarding omnichannel operations and their implementation and decision-making at the level of such small businesses is also provided.

The case intends to acquaint participants with the business model canvas and its application in evaluating business models, identifying shortcomings and adapting business models accordingly. The case also provides an overview of how small businesses across India are adapting to the disruptions brought about by their traditional business models. The case also provides insights into omnichannel operations and the challenges of implementation.

Small family-owned establishments/businesses today are faced with an onslaught of disruptions to their prevalent ways of doing business. This case deals with one such business, Rita Cloth Store. The case follows in the footsteps of Sampa Kar, who realises the need for re-evaluating their decades-old business and rethinks their business model to adapt to the changing times and consumer habits. She must consider a number of measures to transform Rita Cloth Store as she attempts to change the decades-old business models to ensure its survival.

The case can be taught in undergraduate and post-graduate courses on entrepreneurship, business models and operations strategy.

Teaching Notes are available for educators only.

CCS 3: Entrepreneurship

The learning outcomes of this study are as follows: this case deliberates the strategic design and business model that provides entrepreneurial opportunities to re-sellers and small business owners; this case discusses the complexities and opportunities related to using social media (Facebook) as a selling platform; this case provides a thorough understanding of the direct-to-consumer model; this case helps students understand the concept of social commerce in emerging markets; and this case discusses brand-building tactics, particularly for online businesses.

This case is about the entrepreneurial venture of three women on Facebook. A venture that started with the simple thought of creating a trusted selling and buying platform with convenience has turned into an opportunity for thousands of other women to become entrepreneurs and start their businesses with minimum investment and low risk. Shoppers Darbar is an online shopping portal on Facebook that started in 2016. This is a private group exclusively for women with more than 165,000 registered members, which saw a boom during the pandemic and merged as a parallel platform of e-commerce retail sites and physical stores and exhibitions. Although social commerce in India is still in its growing stage, it is facing indirect competition and an identity crisis. Hence, to build Shoppers Darbar as a brand and retain vendors, founders need to find methods within Shoppers Darbar’s limited means to sustain and create a community of sellers and buyers for getting more and more business for the vendors associated with them.

Postgraduate level.

Teaching Notes Consent Letter Annexure 1.

CCS 3: Entrepreneurship

This case talks about the role that can be expected to be played by a disabled woman in an organization and shows how a disabled woman can assume a leadership position and be a role model.

This case identifies the qualities that help a person from a minority group succeed in the corporate environment; examines the contribution that a disabled person, especially a woman can make to an organization; analyzes transformational leadership; assesses the importance of inclusive design in today’s products; and recognizes the corporate role in ensuring an inclusive culture that encouraged disabled people.

The case “Sumaira Latif at P&G: pioneering inclusive design and accessibility to all” provides an in-depth look at the efforts of Sumaira “Sam” Latif (she), Accessibility Leader at P&G, to incorporate inclusive design in the company’s product packaging. Sam – a blind woman and mother of three – had always struggled to use various everyday products. Her personal struggles drove her to find ways to fix such problems for people with disabilities. So, after a decade of experience at P&G, when she got an opportunity to interact with the top management, she convinced them that catering to the disabled was not charity, but a smart business move. Sam also put forth the role she could play in helping P&G make products with an inclusive design. Impressed with her, P&G made her Special Consultant for Inclusive Design, a position specifically created for her. Sam created the widely lauded tactile indicators which helped the blind differentiate between shampoo and conditioner bottles. P&G then promoted her to the position of Company Accessibility Leader, wherein she played a pivotal role in bringing inclusive design to more of P&G’s products. Sam also played a critical role in making P&G adopt certain technologies to help the blind shop for the company’s products independently, apart from ensuring that all P&G ads were audio-described. However, Sam had an ambitious vision to infuse inclusive design into all products, which required her to bring about a culture change in the CPG industry. She was also faced with the predicament of how to ensure that audio-described ads became a media buying standard, considering the wide-scale resistance to it. How can Sam succeed in making the CPG industry develop inclusive design, the way she convinced P&G to do it?.

Graduate and post-graduate programs.

Supplementary materials Teaching Notes are available for educators only.

LifeBank is primarily focused on tackling the challenge of maternal mortality in Nigeria and other African countries by providing women access to blood, thereby tackling the challenge of gender inequality. The company employed both men and women at its workplace providing equal opportunities for men and women.

Discuss how women entrepreneurs are solving social problems in developing countries using technology and innovation.

Analyze the challenges faced by women entrepreneurs in getting the right human capital, raising funds and managing growth for their social business.

The case discusses how social entrepreneur Temie Giwa-Tubosun (Temie) founded LifeBank, a medical distribution company, to provide access to blood, medical oxygen and vaccines to hospitals in Nigeria. The company used technology to provide information to health providers about which blood bank stored the blood type they needed and delivered it quickly and safely to help save lives.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

This case study can be used at the graduate and executive levels.

This case study can be used in entrepreneurship, leadership, social entrepreneurship and human resource management.

Healing Fields Foundation is a non-governmental organisation (NGO) that was co-founded by Mukti Bosco to create an affordable and quality health-care ecosystem, primarily through women. The pragmatism of Mukti and her strong alignment with the core values of the foundation ensured that they emerged unscathed from past challenges. During the second wave of the pandemic in 2021, they employed bikers on a contractual basis to satisfy last-mile delivery demand in rural India. However, owing to the recovery post the second wave, the demand for their services dropped and subsequently their earnings. Being provided with four options by her COO, Mukti is cognisant of the social implications her decisions will have on all the stakeholders in the ecosystem.

A. Identify and prioritise key stakeholders of the organisation for effective decision-making. B. Differentiate effectual from causal reasoning and apply their right balance while making decisions. C. Delineate social entrepreneurs from their for-profit, non-mission-driven counterparts. D. Create value for the organisation’s stakeholders through the management of its diverse workforce. E. Formulate entrepreneurial solutions through the application of relevant concepts and frameworks.

CSS 3: Entrepreneurship.