US 12657514 B2 / Jun 16, 2026

Systems and methods for AI inference platform and sensor correlation

System and method for model orchestration and sensor correlation according to certain embodiments. For example, a method includes: accessing a plurality of models, each model of the plurality of models configured to process data; receiving information corresponding to a plurality of sensors associated with a plurality of edge devices; selecting one or more models from the plurality of models based on a processing request; selecting one or more sensors from the plurality of sensors based on the processing request; building one or more model pipelines based at least in part on the one or more selected models and the one or more selected sensors; and deploying the one or more model pipelines.