Johnson Controls has been focusing on mitigating product malfunction risk through preventative digital twin modeling. Although they have made endeavors in a diverse range of areas, they are focusing on implementing this technology into architecture specifically; aiming to contract the fabrication of more "smart buildings". Their patent portfolio reflects this, with many of their IP holdings focused on building management utilizing timeseries data.
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