AI is no longer exclusively for digital native companies like Amazon, Netflix, or Uber. Dow Chemical Company recently used machine learning to accelerate its R&D process for Polyurethane formulations by 200,000x -- from 2–3 months to just 30 seconds. A recent index from Deloitte shows how companies across sectors are operationalizing AI to drive business value. Unsurprisingly, Gartner predicts that more than 75% of organizations will shift from piloting AI technologies to operationalizing them by the end of 2024 -- which is where the real challenges begin. AI is most valuable when it is operationalized at scale. For business leaders who wish to maximize business value using AI, scale refers to how deeply and widely AI is integrated into an organization's core product or service and business processes.

The professionals at healthcare product engineers ensure that these companies have an established reputation in delivering customized and efficient solutions for all types of healthcare facilities. In addition, these organizations have detailed knowledge of vendor management and system integration solutions. These professionals are proficient in integrating hardware and software from different vendors and systems. Thus, healthcare product engineers use an extensive range of software packages and technologies to deliver high-quality solutions to facilities.