Merrill Lynch in the context of "Bank of America Merrill Lynch"

The 2008 financial crisis, also known as the global financial crisis (GFC) or the Panic of 2008, was a major worldwide financial crisis centered in the United States. The causes included excessive speculation on property values by both homeowners and financial institutions, leading to the 2000s United States housing bubble. This was exacerbated by predatory lending for subprime mortgages and by deficiencies in regulation. Cash out refinancings had fueled an increase in consumption that could no longer be sustained when home prices declined. The first phase of the crisis was the subprime mortgage crisis, which began in early 2007, as mortgage-backed securities (MBS) tied to U.S. real estate, and a vast web of derivatives linked to those MBS, collapsed in value. A liquidity crisis spread to global institutions by mid-2007 and climaxed with the bankruptcy of Lehman Brothers in September 2008, which triggered a stock market crash and bank runs in several countries. The crisis exacerbated the Great Recession, a global recession that began in mid-2007, as well as the United States bear market of 2007–2009. It was also a contributor to the 2008–2011 Icelandic financial crisis and the euro area crisis.

During the 1990s, the U.S. Congress had passed legislation that intended to expand affordable housing through looser financing rules, and in 1999, parts of the 1933 Banking Act (Glass–Steagall Act) were repealed, enabling institutions to mix low-risk operations, such as commercial banking and insurance, with higher-risk operations such as investment banking and proprietary trading. As the Federal Reserve ("Fed") lowered the federal funds rate from 2000 to 2003, institutions increasingly targeted low-income homebuyers, largely belonging to racial minorities, with high-risk loans; this development went unattended by regulators. As interest rates rose from 2004 to 2006, the cost of mortgages rose and the demand for housing fell; in early 2007, as more U.S. subprime mortgage holders began defaulting on their repayments, lenders went bankrupt, culminating in the bankruptcy of New Century Financial in April. As demand and prices continued to fall, the financial contagion spread to global credit markets by August 2007, and central banks began injecting liquidity. In March 2008, Bear Stearns, the fifth-largest U.S. investment bank, was sold to JPMorgan Chase in a "fire sale" backed by Fed financing.

The Bank of America Corporation (Bank of America; often abbreviated BAC or BofA) is an American multinational investment bank and financial services holding company headquartered at the Bank of America Corporate Center in Charlotte, North Carolina, with investment banking and auxiliary headquarters in Manhattan. The bank was founded by the merger of NationsBank and Bank of America in 1998. It is the second-largest banking institution in the United States and the second-largest bank in the world by market capitalization, both after JPMorgan Chase. Bank of America is one of the Big Four banking institutions of the United States. and one of eight systemically important financial institutions in the United States. It serves about 10 percent of all American bank deposits, in direct competition with JPMorgan Chase, Citigroup, and Wells Fargo. Its primary financial services revolve around commercial banking, wealth management, and investment banking.Through mergers, the oldest branch of the Bank of America franchise dates back to 1784, when Massachusetts Bank was chartered, becoming the first federally chartered joint-stock-owned bank in the United States. Another branch of its history goes back to the American-based Bank of Italy, founded by Amadeo Pietro Giannini in 1904, which provided various banking services to Italian immigrants who faced service discrimination at the time. Headquartered in San Francisco, California, Giannini acquired Banca d'America e d'Italia in 1922 and eventually did business as Bank of America.

In the 1950s, the passage of landmark federal banking legislation facilitated rapid growth, quickly establishing prominent shares for the present bank's predecessors. After suffering significant losses during the 1998 Russian financial crisis, BankAmerica, as it was then known, was acquired by the Charlotte-based NationsBank for $62 billion. Following what was then the largest bank acquisition in history, the Bank of America Corporation was founded. Through a series of mergers and acquisitions, it built upon its commercial banking business by establishing Merrill Lynch for wealth management and Bank of America Merrill Lynch for investment banking in 2008 and 2009, respectively, and since renamed BofA Securities.

Agflation (or agrarian inflation) is an economic phenomenon of an advanced increase in the price for food and for industrial agricultural crops when compared with the general rise in prices or with the rise in prices in the non-agricultural sector. The term was increasingly used in the analytical reports, for example, by the investment banks Merrill Lynch in early 2007 and Goldman Sachs in early 2008. They used the term to denote a sharp rise in prices for agricultural products, or, more precisely, a rapid increase in food prices against the background of a decrease in its reserves, a relatively low general inflation rate, and insignificant growth in the level of wages. Agflation has become an increasingly important issue for many governments. From time to time agflation may become so severe that the World Food Programme has described the phenomenon as a "silent tsunami". Agflation endangers food security, particularly for developing countries, and can cause social unrest.

Unstructured data (or unstructured information) is information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as dates, numbers, and facts as well. This results in irregularities and ambiguities that make it difficult to understand using traditional programs as compared to data stored in fielded form in databases or annotated (semantically tagged) in documents.

In 1998, Merrill Lynch said "unstructured data comprises the vast majority of data found in an organization, some estimates run as high as 80%." It is unclear what the source of this number is, but nonetheless it is accepted by some. Other sources have reported similar or higher percentages of unstructured data.

Bloomberg L.P. is an American privately held financial, software, data, and media company headquartered in Midtown Manhattan, New York City. It was co-founded by Michael Bloomberg in 1981, with Thomas Secunda, Duncan MacMillan, Charles Zegar, and a 12% ownership investment by Merrill Lynch.

Bloomberg L.P. provides financial software tools and enterprise applications such as analytics and an equity trading platform, data services, and news to financial companies and organizations through the Bloomberg Terminal (via its Bloomberg Professional Service), its core revenue-generating product. Bloomberg L.P. also includes a news agency (Bloomberg News), a global television network (Bloomberg Television), websites, radio stations (Bloomberg Radio), subscription-only newsletters, and two magazines: Bloomberg Businessweek and Bloomberg Markets.

Lehman Brothers Inc. (/ˈliːmən/ LEE-mən) was an American global financial services firm founded in 1850. Before filing for bankruptcy in 2008, Lehman was the fourth-largest investment bank in the United States (behind Goldman Sachs, Morgan Stanley, and Merrill Lynch), with about 25,000 employees worldwide. It did business in investment banking, equity, fixed-income and derivatives sales and trading (especially U.S. Treasury securities), research, investment management, private equity, and private banking. Lehman was operational for 158 years from its founding in 1850 until 2008.

On September 15, 2008, Lehman Brothers filed for Chapter 11 bankruptcy protection following the exodus of most of its clients, drastic declines in its stock price, and the devaluation of assets by credit rating agencies. The collapse was largely due to Lehman's involvement in the subprime mortgage crisis and its exposure to less liquid assets. Lehman's bankruptcy filing is the largest in US history, having beaten the previous record holder Worldcom, Inc., and is thought to have played a major role in the unfolding of the 2008 financial crisis. The market collapse also gave support to the "too big to fail" doctrine.