One of the critical challenges with integrating AI into industrial applications today is around digitizing human knowledge in a way that machines can mimic a human's ability to reason, make decisions and work more productively with their peers. It requires a combination of human ingenuity and advanced AI that can draw upon the vast volumes of expert domain knowledge that humans have produced over millennia.
To enable machines to capture and benefit from this domain expertise, GE Research uses semantic web technology to model, digitize, reason and learn from human knowledge. In addition, we draw upon deep domain expertise in natural language processing and text mining to extract knowledge from unstructured sources, and our expertise in Big Data and cloud computing technologies to simplify the management of data and accelerate analytics.
With these capabilities at work at GE Research, we often reduce run times from days or months to just minutes or hours.