Systems and methods for intelligent and interpretive analysis of sensor data and generating spatial intelligence using machine learning

An enterprise video surveillance system comprising:

• a plurality of video cameras positioned within a building, each camera having a different field-of-view (FOV), at least two cameras having overlapping FOVs;
• a network switch coupled to the plurality of video cameras;
• a comprehension system that is communicatively coupled to the plurality of video cameras via the network switch and that includes a rendering of the building, a knowledge graph that stores contextual information for the rendering, and a user interface that includes a visual representation of the rendering superimposed with visual representations of at least a portion of the contextual information and semantic information generated by the comprehension system from image data of the plurality of cameras;
• and
• a user interface system that receives the user interface from the comprehension system via the network switch and displays the user interface.