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A digital model of a building or facility which replicates the facility’s physical properties, systems and processes, and simulates its performance using real-time and historical data from many sources – such as plans, sensors, building equipment, staff badges – and a comprehensive analysis toolkit – such as graph databases, physics-based models, reduced form FEA models, machine learning models – to enhance operational decision-making and automation for that facility. This category focuses on digital twins for non-industrial, commercial real estate asset types, such as offices, educational campuses, healthcare facilities, hospitality and event spaces.
In pre-operation phases, digital twins can be used to simulate the energy performance of various building designs via physics-based modelling capabilities and also accelerate operational readiness at handover Integrate disparate building systems and data, leveraging data semantic models and knowledge graph databases, to provide the data new context, unlock new use cases and allow users to compare real-time performance against predicted performance as well as to ask new questions based on these newly combined sets. Optimize building operations and workforce productivity with enhanced predictive analytics, FDD, automated building system operations, maintenance task prioritization, what-if analyses and building simulations.
Cara Haring leads Verdantix research in this category. Speak to them for independent guidance on current coverage and the right shortlist for your requirements.
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by Willow
Willow is an AI-driven platform for building energy management and operations, helping real estate portfolios cut energy

by Johnson Controls
OpenBlue is Johnson Controls' AI-optimized smart building ecosystem of connected solutions and services, designed to hel

by Noda AI
Noda Building is an AI-powered solution that integrates IT and OT systems to produce a real-time digital twin of a build

by PassiveLogic
Hive is PassiveLogic's flagship product — a building automation controller that provides distributed, full-stack control

by Akila
The Akila Platform is a cloud-based digital twin and AI platform for real estate portfolios, designed to centralize buil

by Integrated Environmental Solutions (IES)
IES Live is the live data and ongoing energy management layer of IES's live digital twin offering, which it forms in com

by Integrated Environmental Solutions (IES)
IES Virtual Environment (VE) is the core simulation and base digital twin component of IES's live digital twin offering,

by Bentley Systems
The iTwin Platform is Bentley Systems’ digital twin platform designed to create, manage, and analyse digital representat