How Does Artificial Intelligence Work?

In an era dominated by new technologies, artificial intelligence (AI) has become one of the fastest-growing and most improved fields in computing in recent years, largely due to ongoing development efforts. Today, this technology is part of the daily lives of nearly everyone on the planet, but what exactly is AI and how does it work? At SAP, we aim to help you understand more about artificial intelligence and intelligent technologies.

What You Need to Know About Artificial Intelligence

Here, we’ll help you grasp what lies behind this technology and how it’s present in our daily activities and business environments.

What is AI?

AI is a scientific field in computing where algorithms are combined to create programs and systems that aim to simulate human-like intelligence and behaviors.

This would not be possible without the use of another cutting-edge technology: big data. Thanks to big data, AI can process enormous amounts of data, identify patterns and trends, and make predictions that help humans simplify their lives.

How Does Artificial Intelligence Work?

Each AI technique operates somewhat differently from others. To help you understand, we will outline some of the key methods used in AI, so you can distinguish the differences between these functionalities:

Predictive Analytics: Also known as modeling analysis, this technique establishes models to predict the probability of something occurring by analyzing certain variables and outcomes. One common application is in the operations of insurance companies.
Machine Learning: This technique aims to perform tasks automatically, without explicit programming, by feeding algorithms the necessary data. Examples include search engines or facial recognition features used to unlock smartphones.
Deep Learning: A subset of machine learning, deep learning systems are trained using pre-existing examples. It combines machine learning algorithms with complex neural networks that enable learning from these examples or experiences. In agriculture, for instance, it helps identify crops and distinguish them from weeds when applying herbicides.
Data Mining: Also known as data exploration, data mining allows the extraction of hidden information through the exploration and analysis of data. It’s especially useful in fields like marketing.
Semantic Networks: These represent linguistic knowledge by illustrating concepts and their interrelations through graphs.

Along with these, there are many other technologies such as fuzzy logic, artificial life, reactive systems, and computational linguistics, to name just a few.

Benefits of Artificial Intelligence for Businesses

Beyond the conceptual approach, we’ll explain how AI systems can specifically benefit your business:

Automate Processes: One of the most requested benefits of AI is its ability to automate repetitive tasks that previously required manual effort, saving time and resources.
Reduce Human Error: As a result of automation, AI helps significantly minimize potential human errors in repetitive tasks.
Increase Productivity and Efficiency: By leveraging technologies like big data, AI can process large volumes of data faster and more efficiently, boosting performance in certain areas of your business.
Enhance Decision-Making: When you can manage greater volumes of data or obtain data in a more efficient and organized way, you can make more valuable strategic decisions for your company.
Boost Creativity: By freeing you from repetitive tasks that machines can handle, AI allows you to focus your time on tasks that require true creativity.