Revolutionary Management Practices with Big Data

Alexander James Raymond
3 min readMar 1, 2023

The current increase in digital information, known as “big data,” has allowed managers to measure and learn dramatically more about their firms than ever before. As a result of gaining this insight, one’s performance and choices can be immediately boosted. Big data allows businesses to gain insights into customer behavior quickly. This allows them to provide the personalized, high-quality interaction with customers that they’ve been seeking. Management techniques are evolving at an accelerated rate to keep up with the speed of technological and international market advancements.

Apple, Salesforce, Whole Foods, and the United States military are just a few large corporations that have joined the management revolution, which is also being adopted by hundreds of smaller businesses.

The change is not only a collection of management tools and technologies but rather a unified set of tenets. They have been central to the concept of a “paradigm shift” in the sense developed by Thomas Kuhn.

The new paradigm combines a new way of thinking about the world with a new set of rules that can be used to achieve different results. A breakthrough occurs when these ideas are put into practice with dedication to improving organizational performance.

Business operations rely on a plethora of information, both structured and unstructured, to get insight into their consumers, monitor stock levels, optimize supply chain operations, and formulate long-term strategies. In order to properly and effectively store, handle, and process all that data and to develop dependable ways to extract value from it, smart firms have a big data strategy.

The volume and velocity of data generated daily by electronics, industrial equipment, video, music, social media, and more is one of the largest difficulties facing businesses today. It can be challenging to sift through huge quantities of raw data for useful insights due to the heterogeneity of the data, the questionability of some of the sources, and other issues.

Although a company’s data strategy must be developed and implemented by the company’s executive team, other stakeholders will also play a role. Department heads, tech partners, and anyone else who works with massive amounts of data fall into this category.

“Big Data” refers to a massive volume of data that may be mined for useful insights about how to boost productivity or foresee the future of a company. These datasets typically come in humongous sizes, such as petabytes or zettabytes.

It’s kept in non-relational (NoSQL) databases, which provide more options for data aggregation, processing, and analysis. Information that may have come from many different places can be brought together into a unified whole by means of such systems.

Systems that allow for iterative experimentation in addition to performing production processes are necessary to process and interpret this data. To meet these needs, you’ll need a solid strategy for provisioning and securing both private and public clouds.

The purpose of IT planning is to map out the long-term goals, short-term needs, essential projects, and strategic paths that IT will pursue to support organizational objectives. In addition, it fosters strategic planning, which comes in handy in times of crisis or sudden change.

Each company relies heavily on IT to carry out its regular operations. Nevertheless, the limitations placed on businesses by IT make it harder for them to expand their operations and embrace digital transformation.

IT operations teams collect and manage all the computers, clouds, software, networks, hardware, and programming expertise needed to maintain a company’s day-to-day operations, employee productivity apps, and customer service. Choosing the right platform software, cloud providers, hardware systems, and programmer expertise are all part of this intricate procedure.

IT operations managers also have a significant role to play in infrastructure management. Controlling and monitoring the hybrid cloud, cloud-based apps, network security, physical infrastructure, and facilities are all part of this.

Information technology operations is also accountable for keeping track of hardware configurations and solution dependencies, as well as installing new configurations to boost the efficiency of IT systems and services. Due to the ever-evolving nature of technology, this is a job that will change and adapt over time. A key responsibility of ITOps is to steer evolution in a direction that supports business priorities and encourages new ideas.



Alexander James Raymond

Alexander James Raymond lives in Catonsville, MD, and is very involved in his community.