The process that includes acquiring, validating, cleansing, gap filling, storing, protecting, and processing required data to ensure the accessibility, reliability, and timeliness of the data for its users.
 
 
 

It is generally considered to be data that is prepared and organized at the collection point such that it is ready and optimized for analytics at the highest quality and speed. It is data from which signals and patterns have been extracted by intelligent algorithms such as Artificial Intelligence.

An advanced analytics and technology to help users understand how their business is working and how to deploy it more effectively to improve returns and drive growth.
 
 
 

A high-tech means for visualizing the necessary information that enables better business decisions. It helps executives see the big picture all at once from trends and numbers to hot spots and challenging areas.
 
 

The practice of protecting systems, networks, and programs from digital attacks. These cyberattacks are usually aimed at accessing, changing, or destroying sensitive information; extorting money from users; or interrupting normal business processes.
 

Comprised of all the components that play a role in all digital enabled functions including all composite hardware, software, services and network resources required for the operational practices of an business focused digital environment.
 

A large volume of structured and unstructured data that has the potential to be mined for information and used in machine learning projects and other advanced analytics applications.
 
 
 

A decentralized, distributed and public digital ledger that is used to record transactions across many computers so that any involved record cannot be altered retroactively, without the alteration of all subsequent blocks.
 
 

A system of interrelated computing devices, machines, objects, or people that are provided with unique identifiers (UIDs) and the ability to transfer data over a network without requiring human-to-human or human-to-computer interaction.
 

Methods for building computer-based systems to learn, perceive and interact with the world, reason, and make decisions.
 
 
 
 
 

A digital replica of physical assets, processes, people, places, systems and devices that can be used for various purposes. The digital representation provides both the elements and the dynamics of how an Internet of things device operates and lives throughout its life cycle.

Augmented Reality (AR) places digital data over real objects, whereas Virtual Reality (VR) devices drop users into animated worlds. AR and VR are game changers for many industries, such as architecture, building, research, design, engineering, and marketing.