Data cleansing is the mechanism by which one can identify the wrong and inconsistent data present in a database or table or a set of records, and then rectify or fix(or, in some cases, even remove) those erroneous data entries. Various reasons can cause the errors such as human error or sometimes glitches in the system software.
Performing MRO Data cleansing is an extremely strenuous job, and is impossible to do without the perfect hardware and software. it has revolutionised this field and uses an efficient method to tackle this problem. They possess state of the art artificial intelligence and search that allows them to quickly find out the corrupt data and perform MRO data cleansing.
Data enrichment refers to that process via which it is possible to improve raw data present in a database. In this way, that data can be made useful and can present the company with useful information. A common easy to understand example of data enrichment is a process of funding and replacing misspellings with correct words, using necessary piece of software.
Data enrichment can consist of various processes; a few key methods include-
Adding new meaningful information to the table
Repairing existing erroneous data entries
Processing raw data
Several companies claim to be able to perform this processing of data. However, most try to achieve this manually, which is simply impossible and will take an excessive amount of time considering the gigantic size of days involved. Hence, the most efficient way to perform it is with the help of artificial intelligence.
Artificial intelligence (AI) is known as the intelligence exhibited by devices or machines. Obviously this is much faster than humans. It has put this technology to great use. They have implemented the latest AI technology for MRO data enrichment.
Data needs to be shared among different sections in an enterprise. However, it is mandatory to make that information trustworthy before it is distributed. This is where MRO data standardization comes in. It ensures that the information is according to standards and is correct. Theoretically, it needs to be checked at the time of importer of data. However, that may not be always possible so as another process finds errors afterwards and removes them.
It has created an automated system for this purpose- It Integrity. It is a VMDM software which is used by major enterprises all over the world for proper data input.