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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

The expected learning outcomes are to understand the complexities involved in the integration of two carriers with different business strategies and approaches, the merger of two brands with distinct personas and identities and the confluence of two different cultures; figure out the strategic options in front of the Tata Group and how it can deal with various macro- and micro-level business challenges, defy the financial hiccups and manoeuvre the operational complexities to accomplish mission Vihaan.AI; and develop a pragmatic approach to macro and micro business environmental scanning for making strategic business decisions.

In November 2022, Tata Group, the salt to software conglomerate, announced the merger of Air India (AI) and Vistara. This would lead to the formation of the full-service airline under the brand name “Air India”. The obvious reason behind this was the higher recognition, salience and recall of the brand AI as compared with Vistara in the global market. The Tata Group envisaged the brand AI to be a significant international aviation player with the heritage, persona and ethos of the brand Vistara in the renewed manifestation of AI. To realise these goals, Tata Group laid down an ambitious plan called “Vihaan.AI”, which was aimed at capturing a domestic market share of 30% by 2027.

This case study can be taught as part of undergraduate- and postgraduate-level management programmes.

Teaching notes are available for educators only.

CSS 11: Strategy.

After completion of the case study, students will learn to use Lean Canvas to identify business opportunity. They will also learn the balancing of exploitation of profit-producing activities and exploring new opportunities according to the environmental dynamism.

WONK, a tutor discovery and booking app was launched by MyEdge in 2016 to search and book verified tutors in locations served by the company. Based on their requirements, parents and students could sort and book verified tutors in their area. Through the app, users could search for academic and hobby classes in the form of individual tuitions. The ease of use and the service offering made it a popular app with students enrolling every 6 min. Within a span of six years, WONK had provided services to thousands of students in 20+ countries and had 200,000+ tutors registered on their app from 15,000+ pin codes. Despite a plethora of Edtech companies in India, a different business model and services offered gave them an edge over other Edtech companies. To keep up with the customer needs, they were constantly making the upgrades to their technology and expanding their services. Vidhu Goyal, the founder of the company, was enjoying the progress when another development in the technology hit the world. With the launch of applications based on artificial intelligence, will it disrupt the business or not?

The case study is recommended to be taught in a 90-min class to Master of Business Administration students. The case study may be used in courses related to strategy, information systems management and entrepreneurship.

Teaching notes are available for educators only.

CSS 11: Strategy.

After completion of the case study, students will be able to understand the putty industry, consumer behaviour for putty, comparative advantage of putty to different industries and within industry and market entry strategy for newly introduced product.

Putty market in India grew at a compound annual growth rate of 15% over the period FY07–FY20. Many organized and unorganized players entered the putty market since its introduction. Putty was invented by cement companies to increase offtake of cement which otherwise declined owing to reduced use of marble. Painters are purchasing putty to be used before the paint to improve the texture of the walls and to fill cracks. Therefore, to take advantage of distribution channels and dealers’ network, paint companies introduced putty. Consumers, who use putty to improve aesthetics of their home, have very less knowledge about putty. They depend on painter or contractor for it. XYZ colourant company wanted to enter the white putty market to use the market opportunity along with coloured putty for economic project where cost is the constraint. This case study culminates with the probing question about the peculiarity of industry where two different industries are involved for the same product. This case study is designed to understand the target consumers’ behaviour and the entry decisions of the company to the growing market.

This case study is designed for use in second-year management programmes, especially for the students of strategic management and marketing strategy courses.

Teaching notes are available for educators only.

CSS 11: Strategy.

This case study is designed to enable students to analyze the competitive landscape of a business impacted by technological disruption; evaluate the viability of an organic growth strategy using stakeholder analysis; evaluate the revenue and cost structure of Apollo 24/7 and decide on the future investment strategy; and analyze funding strategies of traditional hospitals versus pure digital players.

To extend its reach, Apollo Hospitals Enterprise (Apollo Hospitals), a leading private sector brick-and-mortar hospital chain in India known for using state-of-the-art technology, launched a unified virtual mobile platform Apollo 24/7 in February 2020, 45 days into the COVID-19 pandemic. The management believed that the digital platform had a unique ecosystem that could not be replicated. The analysts were optimistic about the impact of the decision on the future performance of Apollo Hospitals, as it was expected to lead to higher penetration and increased revenue. They also anticipated the unlocking of value, as and when the venture capitalist (VC) would invest in Apollo Hospitals. However, with increasing operating expenses on account of burgeoning technological and marketing expenses, things did not seem to go going as planned. Three years later, in February 2022 after the Q3 of financial year 2023 results. Suneeta Reddy, the company’s managing director found herself pondering whether the digital platform could boost Apollo Hospitals’ profitability in addition to expanding its reach and increasing affordability when the company missed the analyst estimates. In India, which was then the second most populous country, “incremental access” and “affordability” were what mattered to the patients, However, for the investors and analysts, it was quarter-on-quarter performance. The change in the macroeconomic environment stalled the company’s plan of raising money from VCs.

Furthermore, the financing dilemma also plagued Reddy. She knew there was a difference between financing for conventional businesses that for digital businesses. She also had to take decide between short-term profitability with which investors were obsessed versus long-term sustainability, which involved taking care of stakeholders’ interests.

This case study is basically aimed at postgraduate courses and executive management courses.

Teaching notes are available for educators only.

CSS11: Strategy.

The case projects how a women-led social enterprise provides livelihoods through a digitally operated unique micro-entrepreneurship model for the rural artisans of the Indian handicrafts industry, thus bringing about social change through economic empowerment of the community.

To understand how women entrepreneurship is contributing towards livelihood generation and rural artisan empowerment in India. To understand the make-up of a for-profit social enterprise in the Indian Handicrafts Industry, its challenges and solutions through innovative business. To present the mindset and journey of a woman social entrepreneur. To present and understand the growth and scaling up of such unique social ventures. To understand a unique form of the micro entrepreneurship model being built through digital platforms.

The objective of writing this case is to bring out a case of women entrepreneurship in the craft-based industry in India. This case seeks to emphasise on the following learning themes in the area of entrepreneurship: Women entrepreneurship: trials and tribulations. Micro entrepreneurship/rural artisan empowerment. Livelihood generation and upliftment of the rural artisans and revival of dying art and crafts in the Indian craft-based industry. The novel ecommerce and data analytics experience being skilfully incorporated by small enterprises to their vantage and making both the seller’s as well as the buyer’s experience unique. The case highlights how the unique business models of social entrepreneurship through the use of technology bring the digital experience to rural India. Social entrepreneurship. The case narrates the story of a budding social entrepreneur Megha Das who is a textile designer by profession and showcases her journey towards the creation of unique digital platforms which transf

The case has been targeted to be taught in Masters level course in business management/administration, entrepreneurship, social entrepreneurship, development studies, gender studies, design, etc. Its watered-down version can also be taught in under graduate programs in commerce, business management, business administration, fashion and textile designing, entrepreneurship, development studies, gender studies, etc.

Teaching notes are available for educators only.

CCS 3: Entrepreneurship.

The purpose of this study is to describe how Zoom became the tope video conferencing service across the globe.

This case was developed from secondary sources including industry reports, academic, newspaper, periodical sources, company annual reports, social media sites and company websites. This case has been classroom tested with undergraduates in a strategic management course as a capstone course.

The case study describes the rapid growth of Zoom Communications Inc., a San Jose based publicly traded video conferencing company founded in 2011 by Eric Yuan. It illustrates the competition in the online meeting solutions industry in late 2020, during the COVID-19 lockdown. To explain how Zoom became the top video conferencing service across the globe, the case highlights the attractiveness of the market and the competitive advantage of Zoom over its rivals. Students can evaluate the internal capabilities and competencies of Zoom as well as identify key challenges in the external environment for sustaining Zoom’s competitive advantage.

This case study is suitable for strategic management classes for upper-level undergraduates and at the graduate level for MBA and/or master students. It prepares students to discuss core concepts in strategy, such as competitive strategy and competitive forces that shape strategy.

1. Analyze the concept of disruptive change and its impact on organizational learning and development; 2. Develop the ability to identify and implement effective behavioral training interventions; 3. Understand the learning and development process; 4. Evaluate the challenges associated with online learning and explore strategies to overcome them; and 5. Recognize the significance of online learning in the current era and acquire knowledge and skills using online tools and applications for different job roles.

This case focuses on the new challenges that Shazia Zaheer, who is Head of the Learning and Development Department, is experiencing as a consequences of COVID-19 in her department. As her learning and development department has been focused primarily on traditional learning modes since the inception of Pakistan Telecommunication Limited (PTCL), she is facing additional challenges in adopting online learning because PTCL has undergone significant structural change. Since 1947, PTCL has been a state-owned enterprise. In 2005, the Pakistan Government privatized PTCL. This privatization resulted in numerous structural changes in management, hierarchy, chain of command, pay structure, product lines, technology and other factors. Employees were reduced from 90,000 to 23,000 as part of a volunteer separation plan, and a new scheme was introduced to streamline the process and improve efficiency. However, the employees at PTCL reacted to this transformation with union strikes and behavioral changes. Hence, this became a daunting challenge for Shazia Zaheer to change employees’ mindsets and instill corporate culture values. Nonetheless, she successfully won the half battle by changing the mindset of employees, and then she faced another challenge, COVID-19. This new normal brought new challenges for Shazia to implement online learning as her department relies solely on traditional modes of learning (classroom-based learning).

This case will be a good teaching aid if included in any courses on “Training and Development,” “Human Resource Management,” “Change Management” and “Online Learning” It would be better at the undergraduate (specialization courses) or graduate level.

Teaching notes are available for educators only.

CSS 6: Human Resource Management.

The case on Moodcafe captures the journey of the start-up and its entrepreneurs from the beginning till the fund-raising stage. The case brings forth critical decisions that each entrepreneur or the team of co-founders have to address during their start-up journey. This short case gives opportunity to delve into two aspects mainly a) As a founder, which investor should one choose for seeking funds and what should be the terms and conditions of investment? and b) How can one review and assess the business model of a start-up?

This case study was built from secondary data such as news articles and videos. Several drafts of the case study with teaching note were tested in classroom settings and shared at a case writing conference. The case was revised based on feedback from students and roundtable discussions from the conference.

“What’s next: Ever Given after the Suez Canal incident (Evergreen Marine Corporation in, 2022)” explores the situation of the firm Evergreen Marine Corporation, a world-leading cargo shipping company headquartered in Taiwan, and its efforts to deal with challenges stemming from a pandemic and the global supply chain transition. The case provides background on the latest changes in global business environments, the Suez Canal Incident stemming from the grounding of Ever Given and firm-specific information, which would help students to understand the context affecting Evergreen Marine Corporation’s (EMC) strategic decisions. The case enables students to evaluate EMC’s overall position and to analyze the actions that they can take to deal with these challenges in a dynamic global environment.

This case would be appropriate for a course in strategy or international business, especially with the topic of international supply chain management.