ETL refers to the process of creating a single source of truth for all the data an organization intends to use. The process has three steps: extraction, transformation, and loading. Extraction involves taking data from different sources. These can be databases, ERP tools, web pages, or even documents. Transforming is converting data into a suitable […]
The adoption of automation technology in different industries has led to the emergence of jobs that did not exist. There is a lot of data to prove that automation does not eliminate jobs, but it creates new roles for people to move into. Artificial intelligence and machine learning are new career fields that result from […]
The volume of data in the world is increasing at a rate of 1.5 Megabytes per person per second. The world needs to collect, organise, clean, and analyze that information to draw useful meaning. Data science refers to all activities between collecting and analyzing information for insights. Before scientists collect data, they need to develop […]
Automation in business is the continuous attempt by organizations to use technology to better their personnel and processes. Automation helps achieve a myriad of things, including standardization of workflow, time savings, cost reduction, collection of data, and better customer service. Where a business automates most of its processes, that is business process automation. In other […]
The holy grail of automation is replicating human intelligence and action. To create systems that can act on their own with minimal human intervention. Robotic process automation is a part of the greater sphere of business process automation. Robotic process automation represents an option for businesses to automate both simple and complex processes. RBA can […]
According to Allied Market Research, the value of the global artificial intelligence market will surpass $169 billion by 2025. By then, the effects of machine learning and AI technology will be felt in virtually all industries. Businesses have invested heavily in research to unlock the possibilities presented by AI and Machine Learning. Not all projects […]
Data in businesses today is more valuable than it has ever been. The world now has advanced forms of analytics as well as the ability to collect thousands of data points conveniently. A combination of technology tools and methodologies can now provide insights faster and more accurately than at any other point in history. Any […]
Robotic Process Automation is a form of business process automation where instructions make a bot carry out a task over and over. Robotic Process Automation (RPA) mimics human-computer interactions so that tasks happen in high speeds. When applied commercially, huge volumes of tasks can be automated, thus limiting the use of manpower. RBA does not […]
Predictive analytics and deep learning are gaining increased application use cases in Fortune 500 companies and smaller ones as well. Deep learning is a branch of artificial intelligence that uses neural networks to carry out tasks such as fraud detection and speech recognition. Deep learning systems are capable of self-improving as they analyze large data […]
The global Business Process Automation market size is estimated to be worth around $20 billion by 2026. This will be a 12% CAGR from its 2020 size, an indication that businesses are quickly implementing automation solutions in their workflows. Over 40% of businesses today have applied at least one form of Business Process Automation. According […]
