Healthcare providers can partner with machine learning consulting firms by first identifying specific areas where AI could improve their operations or patient care. Then, they should research and select a reputable firm with experience in healthcare AI implementation. The partnership typically involves collaborative project planning, data integration, model development, testing, and ongoing support. It's important to choose a firm that understands healthcare regulations and can provide scalable, customized solutions.