Adeptia's Artificial Intelligence-based Data Mapping (AIMap) works on the principle of Machine Learning (ML) and leverages a repository of customer data maps that they have already created. AIMap reduces the effort required to configure data mapping rules and increases the accuracy by inferring mapping suggestions from the existing library of tested and validated data maps. It learns mapping patterns between existing data fields and trains a neural network to suggest future data mappings. It classifies predictions into High, Medium, and Low confidence mapping suggestions.
Adeptia's Artificial Intelligence-based Data Mapping (AIMap) works on the principle of Machine Learning (ML) and leverages a repository of customer data maps that they have already created. AIMap reduces the effort required to configure data mapping rules and increases the accuracy by inferring mapping suggestions from existing library of tested and validated data maps. It learns mapping patterns between existing data fields and trains a neural network to suggest future data mappings. It classifies predictions into High, Medium and Low confidence mapping suggestions.
AIMap Limitations
AIMap is not supported on the following activities:
- Web Services Layout
- Context Layout
- Multiple Source/Destination Layouts
- If you are using Linux environment and your g-libc version is 2.14 or lower, then AIMap will not work. You can check g-libc version by running the ldd command.