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The case is presented as descriptive in nature and primarily involves exploratory research.

Ashraf, a young graduate from Bangalore, India, started a chain of lifestyle shops, his family business in Khartoum, Sudan. To modernize the shops, Ashraf approached a small finance bank for financial assistance. However, after submitting the required documents and with a good credit score, he was denied a loan. The bank officials had mentioned that the loan automation software did not approve the application. Hence, the bank personnel said that they could not do anything further. Disappointed, Ashraf sought the help of his professor, John, to understand why the software rejected his application. Professor John explained to Ashraf the advantages and disadvantages of automation. In the process, Ashraf understood the significance and compelling need to address “Algorithm Bias,” a situation in which specific attributes of an algorithm cause unfair outcomes. The case place students in Ashraf’s position to help them understand the advantages and issues of applying automation through artificial intelligence.

The case suits graduate-level courses like business analytics, financial analytics and business intelligence.

Through the case, the students will be able to: Understand the role of algorithms in business and society. Understand the causes, effects and methods of reducing algorithm bias. Demonstrate the ability to detect algorithm bias. Define policies to mitigate algorithm bias.

This case should be paired with textbook chapters that cover the important roles of leadership, staffing and corporate culture in the strategy implementation effort. The case can also be used to review textbook chapters covering competitive and industry analysis, differentiation strategies, goal setting and financial analysis. In advanced courses, readings on leadership and corporate social responsibility should be assigned to inform debates regarding Vasu’s style and his commitment to creating shared value. Alternatively, instructors in retail management courses could assign readings that investigate the linkages of human resource management, service quality and other behaviors to optimal supermarket performance.

The authors revised this case and Teaching Noes from an MBA student case writing project in Fall 2017. The student conducted focus groups with Pacific Market’s consumers, worked with Vasu and his consultant, Tom Scott, a former CEO of a local grocery chain, supplemented with secondary industry research and demographic information about the cities of Sebastopol and Santa Rosa. Meetings to develop the company mission statement and long-term goals took place over Fall 2017. Tom provided the operating information and trade area analysis used in the case, and Vasu provided financial statements and background information.

After a career as a turnaround specialist for Silicon Valley high-tech startups, Vasudev Narayanan (Vasu) acquired Pacific Market, a two-store chain in Sonoma County, California, in 2013. By Fall 2017, rival local chains had expanded, online vendors threatened in-store shopping, the Amazon-Whole Foods combination threatened disruption, and consumers increasingly insisted on “buying local.” Vasu aimed to grow revenues 50 percent by 2020, and fund Good Karma Foundation, a charity in his native India. Strategies to achieve these objectives included infrastructure investments, employee profit sharing, changing the mix of products and amenities or finding a buyer for the operation.

The Pacific Market case is intended for undergraduate or MBA-level strategic management courses. The case pairs well with coverage of how leaders approach the strategy implementation effort, a topic typically introduced toward the end of the course. The case gives students practice in applying strategy formulation concepts and frameworks, e.g. PESTEL analysis, Porter’s industry forces, key industry drivers, strategic group mapping, SWOT analysis, corporate social responsibility and financial ratio analysis. Instructors might also use this case to cover similar material in retail management courses. The case is highly suitable as a written assignment for an examination and/or for team presentations.