Building management system with autoconfiguration

A Building Management System (BMS) comprising one or more memory devices storing instructions thereon that, when executed by one or more processors, cause the one or more processors to:

• receive, via a user interface, a selection of a building;
• perform, responsive to receipt of a request via the user interface, a search on a network of the building for a plurality of pieces of equipment or a plurality of datapoints associated with the plurality of pieces of equipment;
• discover, responsive to performance of the search on the network, at least one piece of equipment of the plurality of pieces of equipment and one or more datapoints of the plurality of datapoints, wherein the at least one piece of equipment is discovered as a first unstructured object name, and wherein the one or more datapoints are discovered as a second unstructured object name;
• update the user interface to display a graphical representation of the at least one piece of equipment and the one or more datapoints;
• prompt a machine learning model to generate at least one classification for the at least one piece of equipment or the one or more datapoints, wherein the first unstructured object name and the second unstructured object name are provided to the machine learning model as one or more inputs, and wherein the machine learning model generates the at least one classification by:
• generating a plurality of standardized object names based on the one or more inputs;
• determining a probability for each standardized object name of the plurality of standardized object names that indicates a likelihood that a corresponding standardized object name is associated with the first unstructured object name or the second unstructured object name;
• and
• selecting, based on the probability for each standardized object name of the plurality of standardized object names, at least one standardized object name as the at least one classification;
• update, responsive to generation of the at least one classification, the user interface to display the at least one classification;
• and
• store, responsive to an acceptance of the at least one classification, the at least one classification in a database associated with the building to integrate the at least one piece of equipment or the one or more datapoints with the building.