IBM: Operational Risk Management In The World Of Big Data
Posted: 1 July 2015 | Source: IBM - Risk Analytics
Today, with operational risk emerging as a primary risk threat in all major economies, market players are looking to the potential of big data as a primary driver of next-generation operational risk management. Drawing on current IBM research in the field of big data, this paper shows how operational risk solutions can harness the potential of big data in its four dimensions — volume, velocity, variety and veracity — to inform risk management scenarios and analytics, fostering the development of the risk-aware enterprise to help control loss events, enhance profits and drive long-term growth.
The “high and increasing” threat of operational risk 2012 marked a seminal year in the history of operational risk management. While the 2007 financial crisis focused the attention of world markets and regulators on the interrelated challenges of market, credit and liquidity risk, in 2012 high-profile loss events impacting several major financial institutions has led to a renewed focus among regulators and industry leaders on the challenges of operational risk and corporate governance. For global markets, the significance of these loss events — measured, in some cases, in the billions of dollars — was that operational risk can impact even the strongest and best-run organizations.
This new significance of operational risk for global business was underlined by Thomas Curry — the U.S. Comptroller of the Currency and the primary regulator of U.S. banks — in a speech announcing what Curry termed the “extraordinary” fact that operational risk had supplanted credit risk at “the top of the list of safety and soundness issues for the institutions we supervise.”2 While operational risk has long been a primary focus of risk management, the growing frequency of loss events attributed to operational risk have led market participants and global regulators — including the U.S. Treasury — to focus renewed attention upon it. Chartis Research, in a 2014 report, notes how “operational risk has overtaken credit risk as the most important risk type,” calling further attention to what the U.S. Treasury terms the “high and increasing threat of operational risk”.3