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Two discussions about the interaction between data analytics and competitive analysis have been taking place in the past decade: one focusing on micro-level firm capabilities and the other on macro-level industry competitiveness. We seek to integrate the micro- and macro-level analyses via the lenses of firms in agricultural input markets. Agriculture is undergoing a tremendous transformation in the collection and use of data to inform smarter farming decisions. Precision agriculture has brought a heightened degree of competition for input supply firms, forcing greater interactions among friends and foes.

This case describes the financial undertakings of Lehman Brothers Inc., which was once the fourth-largest investment bank in the world. On September 15, 2008, less than a year after the bank presented its largest profit ever, the world watched its decline. In terms of size of assets, Lehman is considered the largest bankruptcy in history, with assets totaling US$639 billion and liabilities of US$613 billion. The U.S. credit crisis had uprooted the strength of Wall Street, with Lehman announcing a petition it filed under Chapter 11 of the U.S. Bankruptcy Code. The bankruptcy raised some interesting questions, the biggest among them being: How could a large company such as Lehman, with a record of reporting huge profits, become so helpless that it had to file for bankruptcy?<br><br><br><br>Undoubtedly, the financial scenario in the United States had become dire, especially for those companies involved in mortgage banking. Lehman had some additional drawbacks. This case deals with a couple of these problems, one of them being the accountancy of its Repo 105 transactions. The modus operandi of the company has been unveiled to show how it managed to hide its true financial state through gaps in the financial reporting system and remain clean-handed for years.

This case unfolds the financial undertakings of Lehman Brothers Inc., which was once the fourth largest investment bank in the world. On September 15, 2008, less than a year after the bank presented its largest profit ever, the world saw it descending. In terms of size of assets, Lehman is considered the largest bankruptcy in history, with assets summing up to US$639 billion and liabilities of US$613 billion. The U.S. credit crisis uprooted the strength of Wall Street, with Lehman announcing a petition it filed under Chapter 11 of the U.S. bankruptcy code. The bankruptcy raised some interesting questions. The biggest among them being: How could a large-sized company such as Lehman with a track record of reporting huge profits, become so helpless that it had to file for bankruptcy?Undoubtedly, the financial scenario in the United States had become bad, especially for those companies that were into mortgage banking. Lehman had some additional drawbacks. This case tries to deal with a couple of such problems, one of them being the accountancy of its Repo 105 transactions. The modus operandi of the company has been unveiled to show how it managed to hide its true financial state by using gaps in the financial reporting system across the borders and remain clean handed for years.