by Tony Harris
• March 9, 2021
Today’s businesses rely on data to operate. Everything from collecting customer data to recording data points from business processes contributes to reaching goals. Big data doesn’t mean much, though, when you keep it separated in silos. When you unify data, you create more data analytics opportunities that lead to valuable insights. Before you spend a lot of money on a robust ETL (extract, transform, load) solution that you don’t need, consider the benefits of API-led data unity.
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Before tackling the complicated issues associated with data unity, consider the numerous benefits that companies get when they find affordable ways to unify data. When you find a data unification process that works for your organization, you might find that you can:
Simply connecting data sources will not give you these advantages. You also need to harness the power of machine learning algorithms that can spot trends within big data. Until you connect your data, though, machine learning never has an opportunity to create the results your business needs to move forward.
Recommended reading: The Power of Unlocking and Unifying Data
Fragmentation is the biggest challenge between you and unified data. Right now, your data ecosystem might include diverse storage options like data lakes, data warehouses, and databases. You have structured datasets pulled from your company CRM and unstructured data from third-party vendors. The situation leads to data silos that prevent you from unlocking the true potential of your customer touch points.
The issue of unifying data becomes: how to get diverse data formats in several locations moved to one spot where you can use machine learning and visualization software to gain meaningful insight.
Some companies choose ETL platforms that can pull data from several sources, transform the information into a standard format, and load the standardized data into a single location. Unfortunately, ETL tools often cost a lot of money, and you often end up paying for features you don’t need.
API-driven solutions give you a more affordable option that can also perform tasks like:
With API-driven data unity, you get to combine databases and take control of your entire IT ecosystem.
Recommended reading: 7 Reasons You Need an API Integration Platform in the Age of API-First Development
If you don’t spend a lot of time working with data, you might think that eliminating data silos is simple. Why not connect them and get to work? Unfortunately, the world of data has a lot of variables that can stand between you and unification. The types of repositories and data formats are two such variables you need to consider in advance of unification.
Repositories describe the nature of the storage location for your data. Here are the most common types:
A data repository system that can store structured and unstructured data on-premises or in the cloud.
A small, highly organized system that usually holds specific data points.
Any organized collection of data, including relational and non-relational options.
A repository that can store structured data from multiple sources, including CRMs and ERPs.
To make the situation even more complicated, data comes in a growing number of formats. Some of the most popular formats include:
The type of format you have usually depends on the type of information you gather. Regardless, any business that collects data will end up with a collection of formats that cannot interact with each other.
Recommended reading: 7 API Design Trends
Thankfully, there are solutions like DreamFactory that can help you to achieve data unification even if you use multiple data repositories and data formats.
DreamFactory can simplify your approach to data unity through effective API management. DreamFactory lets you combine multiple databases and other data sources to give you a unified, overhead view of your information. The platform even helps you conform to your industry’s data compliance standards.
Start getting more value from your data today by starting your free trial with DreamFactory. Once you see how much easier data management becomes, you will never want to go back to your earlier data unity process.
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