When it comes to serving the needs of the enterprise IoT industry, many suppliers focus on manufacturing single-purpose devices for specific use cases, such as within energy management or industrial automation. Titanium Intelligent Solutions was founded as a hardware-agnostic software company to harvest the value in aggregating data collected by diverse IoT devices for use in new ways, including applying artificial intelligence (AI) to optimize operations in real time. For example, in an office building, the company can unify data collected from occupancy, air quality sensors and thermostats. At a golf course, Titanium’s platform can leverage data collected from disparate devices for pond water temperatures, oxygen levels, and water pipe flow rates.