AI-powered Data Mapping
Adeptia brings the power of AI into your data mapping as part of a overall data mapping and integration software solution designed to accelerate data transformation for faster and more accurate data transformation. Adeptia’s “AIMap” module applies artificial intelligence (AI) techniques to learn from your existing data maps to predict and suggest data mapping rules as you author additional data maps. Since the decisions are taken from previously garnered information applying a certain set of machine learning algorithms, the possibility of errors such as duplicate fields, missing values, and similar issues are minimized. So, artificial intelligence mapping not only accurately maps assorted data sources to the target fields, but it also maintains data integrity to radicalize decision-making and completely change the way you do business. AI mapping makes data mapping fast and accurate. It employs machine learning for inferring data mapping predictions from existing library of tested and validated data maps that dramatically reduces the effort and time required to create intelligent data mappings. Further, AI/ machine learning infusion in data mappings automates data integrations that adds value to your business.
A key part of any data integration is the data transformation step where data is mapped from one format to another while business rules and validations are applied to that data. This design-time task is usually the most tedious, difficult, time-consuming, complex, and error-prone because it requires deep understanding of all the data fields on the source and the destination side and perfectly application of the rules for all the fields.
Adeptia’s goal behind creating an artificial intelligence mapping solution was to make this data transformation step as easy as possible for users by simplifying and automating all integration steps so that even non-technical business users (citizen integrators) can create data integrations with a few clicks.