Sight-Machine-Factory-Namespace-Manager

This is a tool to help manufacturers create corporate standard data dictionaries of machine sensor data. With many generations of equipment and sensors, similar data fields often have different names, adding to the complexity of discovering and analyzing data. This model helps with translation from the original set of machine sensor names to a new corporate standard. It will attempt to understand the rules behind legacy naming schemes and map them all to a new enterprise-wide naming convention. This tool uses a fine-tuned Phi-3 model. By providing it with information on the new naming convention and a list of data fields to be renamed, it will provide a new name for those fields and a new confidence score on the potential name.

If you need to access to the model artifacts, please contact info@sightmachine.com