Business Analytics Explained: Types & How It Works in 2026

- Learn how different types of business analytics enhance decision-making and operational efficiency.
Learn how different types of business analytics enhance decision-making and operational efficiency.β¦
What is Business Analytics? How Does it Work?
Business Analytics, in simple words, is a process, a technique whose goal is to turn raw data into meaningful business insights to help the business grow and improve. However, it is not as simple as it seems to be. This means that the business analysts have to understand the data and the business problem and then accordingly filter out only the useful data from the stack of the raw data provided to them. This looks quite a simple and easy process when we read this, however, it is not the case. Many perceive Analytics to be just about beautiful charts, graphs, and dashboards. These visual aspects are a part of it too but Analytics is still a lot more than that. Also Read | Top Online Data Science Course In reality, business analysts get a lot of suspect data which requires plenty of cleaning and scrubbing before it can even prove itself to be useful. And even after all the analysis is done, not all of the output is helpful. Some of it is just noise as analysts call it. Filtering out useful data is a real challenge in itself.
What Are the Examples of Business Analytics?
Let us understand Business Analytics with the help of a few examples For instance, if you work at a Credit Card company, then as an analyst, you could analyze data about your customers to determine who might subscribe to a credit card offer. This will allow you to spend more time and energy on targeting only these specific customers. You could work as a business analyst at a Regional Bank to review data about the loans to predict which customers are most likely to default. You could work as an analyst for a Tech company to review data about the employees of the company to analyze and understand why they leave and then take action accordingly to minimize turnover as it can get really expensive.
What Are The Types of Business Analytics?
There are 3 types of Business Analytics used by Analysts to work on data and help their businesses grow.
1. Descriptive Analytics
Descriptive Analytics deals with what happened in the past. Analysts review past data to analyze and understand past trends and make use of them in solving the present business problem. When you do Descriptive Analytics, the type of questions that you ask are: What were our sales? What was our market share? What product was most popular?
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