Abstract: A computer-aided system and associated method for automated building design includes receiving input parameters and generating a three-dimensional parametric computer model of a building frame and populating the three-dimensional computer building model with generic and manufacturer-specific products by accessing internal and external data sources. The populated computer model undergoes real-time simulation to analyze regulatory compliance, verify engineering requirements including load calculations, and evaluate cost considerations. Based on simulation results, the method generates output documents including requests for proposals (RFP documents) for contractors, requests for quotations (RFQs) for vendors, and regulatory compliance documentation. These documents are transmitted to respective stakeholders through a secure data exchange protocol. The method further includes receiving responses to the generated RFP documents/RFQs.

Abstract: Data distribution and analysis systems, and associated methods are described herein. In one aspect, a method for distributing data can include: receiving, by a computing service and from a medical data server, medical image data stored by the PACS; inputting the medical image data into a machine learning model hosted by the computing service, wherein the computing service allows users to upload machine learning models and configure corresponding machine learning models to interface with the medical data server; generating, by the machine learning model, additional biometric data corresponding to the medical image data; and sending the additional biometric data to the medical data server, wherein the additional biometric data and the medical image data is incorporated into an electronic health record (EHR).