An ML company develops machine learning models and intelligent software systems that enhance data-driven processes. Their capabilities include supervised and unsupervised learning, deep learning, NLP, predictive analytics, and optimization algorithms. These companies build scalable solutions adaptable to different industries, enabling improved decision-making and workflow automation. Their operations involve collecting and processing data, designing models, evaluating performance, and deploying reliable ML pipelines. Through these solutions, they support innovation and enable organizations to extract meaningful insights from complex datasets.