Depending on the workload, there may be opportunities to contribute to early-stage machine learning projects, such as developing models to classify data patterns or assisting with predictive analytics in the biomanufacturing space for internal research applications. ARMI provides wrap-around commercialization services to companies seeking to bring life-saving regenerative technologies to patients, as well as to innovators seeking to commercialize enabling technologies that will grow the industry's impact.