BI vs Big Data vs Data Mining: What’s the Difference?

These interconnected tools are instrumental in providing usable insights for your business, allowing you streamline operations to improve productivity. Business intelligence (BI) is the overarching category, with big data effectively mined to provide business intelligence. Here’s how.

What is business intelligence (BI)?

BI is a form of software that uses data analysis to reveal business trends and insights. The data sourced from a number of areas will provide business with knowledge about aspects such as employee performance, media reach, customer satisfaction, as well as market trends. But more than just analysing past performance, BI can actually forecast future performance through data analysis. This technology-driven process provides businesses with actionable information for much more informed business decision-making.

What is big data?

This refers to data that is far too large, fast or complex to be processed using traditional methods. To put this in perspective, data that cannot be handled in an Excel spreadsheet is ‘big data’ and requires the right tools to store, process and visualise it. Big data is incredibly valuable to companies as it provides insight into day-to-day operations and success.

What is data mining?

This is where the big data, previously mentioned, is sifted through in order to identify the most pertinent information relating to business operations. Using modern software packages, BI is gained by mining this big data, with patterns and anomalies picked up for more informed decision-making.

How does BI differ from big data?

Big data is effectively a component of BI as it often constitutes the information that provides you with BI insights. Business intelligence is the umbrella term that refers to all data collected in a business, from sales and financial reports all the way through to big data, which is the larger data sets requiring data mining. Another difference between these two is the software tools which are used to process them – although there is some overlap. BI software will provide standard data sources, but if you’re looking at big data, you will have to invest in software that handles large data sets. Alternatively, you could look at BI software with big data capability.

How does BI differ from data mining?

Data mining of big data provides information that can be used in business intelligence. However, there’s more to BI than just that technological aspect related to data, it also involves various business processes that assist in the collection of this data. Where data mining assists businesses in gathering the relevant data, BI assists businesses in uncovering the insights into why this data is important.

How does big data differ from data mining?

Both fall under business intelligence, with big data effectively the concept, and data mining the action. So, data mining will involve sifting through big data sources, collecting and identifying relevant data needed for business intelligence.

What are the benefits of BI for your business?

Now that you have a firmer understanding of how these three overlap, you can start to look at the benefits of implementing BI software for your business.

Improved productivity

BI tools will allow your business to reach your goals while tracking the progress and identifying areas that work and those that don’t. By identifying cost-cutting measures and areas of opportunity, you can improve your businesses productivity.

Better visualisation of data

BI software has the ability to rearrange data into a much more user-friendly visualisation through graphs, maps, and charts. This gives a better understanding of the data, as well as providing real-time updates and forecasts for better decision-making.

 

Streamline operations

Through business intelligence, you can cut out all the elements that are draining resources but not adding any value to your business. The overview of business operations allows for quick identification of defects, bottlenecks and gaps in the market.

To find out more about how BI, big data and data mining work together to assist your business, contact industry experts Canvas Intelligence. They can provide you with a customised BI solution suited to your budget and requirements.

Read More: Business Intelligence (BI) and the Internet of Things (IoT)

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