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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 reading and analyzing the case study, the students would be able to identify the main stakeholders and decision-makers and their importance and influence on the environment for a product, evaluate the value chain of the product and critical decision-makers, evaluate the various ways to avoid falling into the trap of greenwashing and examine the marketing strategy to market an environmentally friendly product.

LIKO-S is a Czech manufacturing and construction company. The company has been designing and creating intelligent solutions, such as green facades or vertical greenery systems, to save energy in building heating and cooling systems. The company launched green facades in the Czech market. However, the main obstacle was the need for supporting data to showcase the positive environmental impact of green facades. Under these circumstances, Libor Musil’s main objective was to overcome prevalent misconceptions about green facades and find a suitable market segment. The situation worried the company, as LIKO-S had heavily invested in developing and marketing the green walls. The management had to tackle this challenge as soon as possible to recover the substantial research and development and marketing investments. Furthermore, owing to lack of information, even genuinely sustainable products were seen as greenwashing. In addition, bad or wrong customer perceptions of these walls might spill over to other products, tarnishing the company’s image and threatening its survival in the domestic market. Under these circumstances, competitors might enter the Czech market, jeopardizing the company’s overall profits. Consequently, Libor was in a great dilemma about managing the financial and reputational risk of the company. Should Libor close the green walls unit, explore different markets/uses or help increase awareness among the general population about green walls by finding a suitable marketing strategy?

The case study was designed for graduate-level students in the strategic management (CSR and innovation module) courses. However, the case could also be an excellent addition to marketing courses dealing with customers’ perceptions of innovative products and strategies to improve the adoption of the product.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship

This case is used in Darden's required first-year course, “Strategic Thinking and Action.”

In 2015, Steve and Heidi Crandall, the founders of Devils Backbone Brewing, LLC (DBB), were looking back on eight years of unanticipated success and significant growth. DBB had created a destination, a brand, and beer that drew people from all over, and it was the largest craft brewery in its region. The entire community, not just loyal beer drinkers, had supported DBB. In addition to funding and zoning accommodations, so many local residents had built their own economic lives around what had been their “little brewery that could.”

But the success had brought challenges, specifically in terms of growth. DBB was consistently not meeting demand in its existing markets and was receiving complaints about out-of-stocks. The Crandalls and their team had to figure out how to grow with, or preferably ahead of, demand for DBB's product. Should DBB build further capacity despite an already exhausted line of credit? Should it employ a contract brewer despite the local authenticity concerns such a move might stir up? Or should it just keep trying to manage business within its existing footprint, comfortably serving its loyal customer base?

In the light of the case study and the accompanying case study questions, the incumbent would be able to gain a comprehensive understanding on the theoretical underpinnings of retail store expansion, identify the challenges for expanding a brand into emerging markets such as India and apply various marketing strategies aimed at in-depth analysis retail expansion. Learners can further comprehend the importance of brand communication incorporated by the brand to attract its customer subset.

It was in December 2022, when Mason Chatterjee, the Indian brand head of Armani Exchange (A|X), was confronted with the managerial dilemma whether launching the second store in the city of Ahmedabad would be a right decision. Another issue that was troubling him was how to go about launching a second store in a city which was not a home to other luxury sublabels. The case study illustrates the decisional aspect of retail expansion adopted by Chatterjee, considering the distinct managerial perspectives. Chatterjee found potential in the city of Ahmedabad, owing to an increased number of high-net-worth individuals and other macro factors. The case study is primarily an outcome of research carried out at A|X store at Ahmedabad One mall, Ahmedabad, for over a fortnight in the month of February 2023. The expansion decision of Chatterjee proved to be a success in the city of Ahmedabad reaching a sales figure of INR 1 crore (US$130,344.11) in the very first month of its launch. However, he was confronted with the managerial dilemma of further expansion, just six months after the launch of the latest expansion.

The case study is intended for advanced undergraduates or postgraduate programs in management or electives such as marketing, retail management and strategic management. It has not only been specifically designed for teaching the concept of retail expansion but can also be used to integrate contexts on brand’s merchandise mix, retail positioning, visual merchandising and brand communication. The case study has an overview of each of these elements. The instructor may choose them into the context for a wider encompassing detailed lesson or particularly on the main aspect of the case.

Teaching notes are available for educators only.

CSS8: Marketing

The study enables students to critique the internationalisation strategy of an African business including elements of macroeconomic analysis, company fit with jurisdictions, non-market strategies and mode of entry.

Roland van Wijnen was the chief executive officer of Pretoria Portland Cement Company Limited (PPC), a 130-year-old cement maker based in South Africa. He joined after the business had embarked on an international expansion strategy that had taken the business to countries of Rwanda, the Democratic Republic of the Congo and Ethiopia in a matter of years. This expansion caused the deflation of the Johannesburg-listed company’s share price. The company failed to appreciate a number of success factors in each jurisdiction. The challenges included cultural misalignments, macroeconomic analysis and mode of market entry. The case dilemma involved the choices that van Wijnen faced in re-evaluating the international footprint of the business.

Undergraduate or postgraduate level.

Teaching notes are available for educators only.

CSS 5: International business.

Emami is facing the heat from activist-consumers as well as its competitors. Competitors have renamed their cosmetic products by dropping the controversial word ‘fair.’ This was in response to the Black Lives Movement that erupted in the United States in May 2020. However, the movement against fairness is somewhat muted in India and is mostly occurring amongst urban, highly educated, younger cohort who are unlikely to be the users of the product anyway. The significant consumer base yearns for fairness and is willing to spend money on products which help them achieve the same. In such a scenario, how should Emami respond to competitor actions and consumer-activist pressure?

The case provides an opportunity to discuss the significance of the brand name, role of advertising and gender stereotypes.

Aries Agro, an agribusiness firm, faced two prime challenges – the safety and productivity of its workers. When traditional software systems fell short of addressing these challenges, the firm contemplated the implementation of an IoT (Internet of things) based solution. This IoT based solution captures the movement of workmen and generates data from the sensors that help identify sources of inefficiency. In this case, we not only discuss the implementation challenges of an IoT based implementation but also how this solution can help to promote safety among the workmen and improve worker productivity by optimising facility layout.

The learning outcomes of the case are as follows:

1. Students will understand the interdependency of functional areas, such as operations, marketing, human resources (HR) and finance, in a manufacturing firm.

2. Students will analyze the conventional factory to focus on factory frameworks (Skinner, 1974).

3. Students will learn to analyze (associate) a company's performance reports (key performance indicators and profit and loss reports) with operations, marketing and sales functions.

4. Students will relate the concept of strategic resonance (Brown and Fai, 2006) to functional strategies.

Tariq Khattabi, a mechanical engineer with an MBA, joined Flexi Pack Dubai, UAE, as a general manager on 1 April 2019. During the recruitment interview, he learned that the company was struggling to maintain its breakeven point, and his first responsibility was to develop a strategy to ensure the growth of the organization. From the initial meetings with the production, finance and senior marketing managers, he identified problems related to the plant’s operations and sales. Although Flexi Pack enjoyed a good market reputation and profits, of late, the company needed help to make it profitable. Tariq's dilemma was to develop a strategy to put the organization back on the growth path.

He wondered whether the operations and marketing problems could be solved simultaneously. He had to present his strategic approach to the board within two weeks. Through this case study, management students can understand the interdependency of functional areas, such as operations, marketing, HR and finance. Students will learn the focused factory concept and a plant within a plant. They will be able to identify and appreciate dissonance and resonance between functional strategies and the importance of aligning functional strategies. Moreover, students will learn about consumer packaging types, material and their converting processes, which are the essential aspects of the fast-moving consumer goods business.

The target audience can be an Executive Program in Operations Management, BBA and Postgraduate Diploma in Management students who have opted for Operations Management or Operations Strategy as their major/minor specialization.

Teaching notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.

CSS 11: Strategy.

The learning outcomes of the study are to analyze the launch of a new business line for Trend at the commercial and market levels; identify the potential of the green consumer in Peruvian emerging market; and apply strategic tools to analyze the viability of launching a new business line in a new market.

José Luis Galindo planned to launch a new line of toilets in the Peruvian market called EcoTrend, based on the analysis of the responsible consumption trend and the presence of a new green consumer. Therefore, he carried out a series of studies and estimates to define the feasibility of the value proposition of his ecological toilet. However, Galindo doubted if these studies and estimates were enough to carry out the launch and commercial success of the EcoTrend line. Galindo, founder and current general manager of a company called Cerámica Industrial Trend S.A.C, is broadly knowledgeable about the construction sector in Peru and has more than 30 years of work experience in the ceramic bathroom fixtures industry. Throughout his professional career, Galindo has managed three of the leading bathroom fixture companies in Peru. However, it was when he started Trend, a company focusing specifically on the manufacture of toilets, that his dream of becoming an entrepreneur came true. Trend is focused on its one-piece toilet line. These toilets are characterized by their high-quality workmanship, which is achieved through the efficient and distinctive production process of Trend’s workforce. The workforce stays on its toes due to constant, thorough training, a key to Trend’s market competitiveness. In addition, the new EcoTrend line sowed in Galindo uncertainty in the commercial viability because the product was new in the market and was going to bring a great challenge.

Depending on the scope of the course, different teaching objectives could be oriented toward entrepreneurship, management sciences, strategy and green marketing. The case can be used to teach higher level undergraduate marketing and management courses.

Teaching notes are available for educators only.

CSS 8: Marketing.

Upon completion of the case study, the students will be able to conceptualize the importance of brand differentiation; suggest the implications of brand differentiation in the context of the traditional Chikan art form; examine the aspect of a brand’s product portfolio management; and critically analyse the competitive advantages of the brand using the VRIO framework.

The Chikankari art form gained worldwide recognition. In fact, it also received a geographical indication (GI) tag which is important for international branding. The case is centred around an entrepreneur, Mr. Vinod Punjabi, who redefined the essence of the existing Chikan art form by value addition in terms of intricate designs, patterns and exclusivity. He founded the brand Ada in 2015 aimed at preserving the traditional art form while curating elegance and exclusivity in its product portfolio. The case outlined Punjabi’s journey. The protagonist carefully analysed the open and unorganized Chikankari market and adopted the strategy of brand differentiation to stand apart from the competitors. Punjabi’s daughter, the chief operations officer of Ada, described the aspects. The journey was arduous, but over the years, Ada emerged as a successful name in the Chikankari market. The brand’s intent of becoming synonymous with Chikankari was successful owing to its authentic and exclusive hand-crafted products in the competitive environment of machine-made replicas. Furthermore, the brand also consistently worked on the aesthetic appearance of its store to attract a wide range of customers. Punjabi ensured that the brand was an amalgamation of all the essential elements for its survival in the long run.

The case is aimed for students pursuing bachelor’s and master’s degrees in business administration/diploma in management, marketing and entrepreneurship. Furthermore, it will assist the management trainees in gaining valuable insights.

Teaching notes are available for educators only.

CSS 8: Marketing.