An increasing number of companies are acknowledging the critical role their data plays in advancing and expanding their business activities. Organizations are increasingly showing their dedication to improving the management and generation of value from information by appointing senior executives tasked with overseeing data governance. Businesses are placing greater emphasis on utilizing their data to increase value, highlighting the significance of recognizing information as an essential element for prosperity in today's technology-driven market.
In 2015, studies highlighted that the primary hurdle faced by experts dealing with Big Data was extracting worth from vast datasets, a concern that was three times more prevalent than any other issue. Challenges related to value emerged in conversations five times more often than issues concerning staffing, and they were mentioned with triple the frequency of topics about risk management or regulatory compliance, surpassing those related to leadership, infrastructure, and design. In 2016, the survey highlighted a shift in the main challenge from extraction to valuation, underscoring the increasing need to measure the economic impact of data.
Information possesses distinctive characteristics that facilitate a broader range of strategies for generating revenue compared to traditional physical assets. Douglas B. Laney suggests that information is distinctive because it retains its integrity after use and can be simultaneously leveraged by different parties for multiple purposes. For instance, a retailer might leverage customer data to tailor marketing approaches, enhance interactions with customers, streamline stock levels, and potentially develop an additional revenue source through the sale of this data to vendors. A delivery truck, as a tangible asset, can perform only one function at a time and depreciates with use.
The author highlights that the unique nature of information, allowing for its continuous use, enhances its substantial capacity to create revenue. Information, in contrast to conventional commodities and services that typically experience a decline in value with use and are purchased on a one-time basis, can be leveraged multiple times and yield income through diverse strategies. Consider a book: once it is published, it can be purchased by a multitude of readers, its narrative can be transformed into various adaptations, and its essence can serve as the foundation for articles, courses, and numerous other formats, thereby creating monetary worth from the identical informational asset.
Laney showcases numerous instances across different industries where organizations are successfully harnessing their data assets to create tangible economic benefits. The given examples spark innovative thinking and firmly establish the rationale behind extracting monetary value from data.
Case studies such as Georgia Aquarium's use of visitor and demographic data to increase ticket sales and Belk department store's application of customer data and analytics to optimize store formats and marketing demonstrate the potential for information-driven revenue growth. By actively analyzing project communications to identify issues before they escalate into cost overruns and delays, Lockheed Martin, along with Dollar General's savvy analysis of sales data to optimize store hours and offer insights to suppliers, demonstrates the vital role...
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Douglas B. Laney underscores the necessity of aligning information management practices with the company's strategic goals and core priorities, ensuring a distinct direction and a solid strategy for handling data. This alignment is vital to ensure information initiatives are not merely technical exercises, but instead, support and enhance the overall business strategy. He argues that starting this process is dependent on the clear identification of business goals which require support from initiatives focused on information. For instance, if a company's goal is to excel in customer service, its information management strategy must focus on the collection, analysis, and accessibility of essential data to achieve this aim.
The author proposes a series of questions for organizations to consider, aimed at aligning their efforts in managing information with their strategic goals, including an assessment of how effective these initiatives are in creating value for the...
Laney recommends a comprehensive and structured approach to overseeing information resources, taking cues from the methods applied to the management of tangible assets. This includes establishing an accurate and regularly updated information asset register, similar to those used for tracking machinery, vehicles, or other tangible assets. Organizations enhance their understanding of data assets and can make knowledgeable choices about distributing and managing resources by keeping this registry.
Laney advocates for the implementation of strategies aimed at reversing the diminishing worth and rejuvenating the utility of information assets. Organizations should analyze the diminishing value of dated information and determine whether to maintain these assets internally or source updated information from external sources. Additionally, the author recommends applying risk evaluation techniques, commonly used for physical assets, to gauge the possible repercussions for the company when data is lost, corrupted, or...
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Laney recognizes that advanced analytical techniques convert raw data into a source of income, enabling businesses to go beyond basic reporting to uncover hidden trends, predict future developments, and offer insights that increase corporate value, drive innovation, and secure a competitive advantage.
Douglas B. Laney encourages the use of Big Data's considerable volume, swift velocity, and varied variety to uncover insights that could lead to increased revenue. The enhanced strength of statistical evaluations, when supported by large datasets, allows for the detection of subtle trends and weak indicators that smaller collections of data might miss. Possessing the skill to swiftly interpret data and make informed choices amidst an ongoing influx of data offers a distinct advantage in the constantly evolving marketplace. The broad spectrum of data, encompassing both structured and unstructured varieties from various origins, offers a holistic perspective on business obstacles...
Infonomics