Both small and large businesses alike are now opting for a unified platform with data tools in the cloud. This might not come as a surprise if we are to go with the competitive nature of the market. By placing data quality tools in the cloud, your team will overcome traditional data quality obstacles such as matching without going through a lot. For things to turn out as expected here are two vital capabilities to achieving true data quality without going through a lot.
Data Profiling
Data profiling is all about gauging the character and condition of data stored in different locations and forms across the organization. Actually, it categorized as the key first step towards getting full control over organizational data. The secret behind this step lies in deep visibility into data, including specific records and individual data sources. Thanks to this deep visibility, you can easily perform data statistical data profiling or any other modifications to the data.
Data Preparation
Data preparation is simply the process of cleansing, enriching, standardizing, or transforming the data. Data-driven organizations leverage data preparation tools as they allow self-service access to tasks that were initially handled by data professionals. You should, however, keep in mind data preparation requires workflow-driven and easy to use tools.
Provided you have cloud-based data quality tools in place, the entire organization is definitely going to reap maximum benefits. When having quality data, you’ll get more data while at the same time reducing the costs related to ‘bad data quality.’ Remember, standalone data quality tools may never deliver the results you expect.
The Bottom Line
A good approach to data quality will make it easy for you to examine and measure that level of quality before incorporating it into your core systems. Even though accessing and monitoring that data across cloud, web, internal, and mobile applications can prove to be a daunting task, data integration will ensure you get done with everything hassle-free. Be sure to seek the help of experts in the field if you are still going through a hard time.