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.
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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.
This section of AIMap contains following topics
| Section | Description |
|---|---|
| Configuring AIMap | This section gives step wise instructions on how to enable or disable AIMap or configure various property in AIMap. |
| AIMap Library | This section gives step wise instruction on how to add mappings to AIMap Library so that you can get best suggestions for further mappings. |
| Reviewing AIMap Suggestions | This section guides on how to work (accept/reject) on revising the suggestions AIMap has given. |
| Running AIMap | This section suggests how to run AIMap and what are various type of suggestions. |