An ML company provides expertise in applying machine learning technologies to solve real-world problems across industries. Such companies work with data-driven approaches to develop AI-powered systems that improve efficiency, reduce errors, and enable predictive capabilities. They specialize in areas like computer vision, natural language processing, speech recognition, and anomaly detection. Leveraging programming frameworks and cloud infrastructure, ML companies build solutions that process data at scale and adapt to changing requirements. Their work typically spans various domains, including finance, retail, manufacturing, and healthcare, where machine learning offers a competitive edge through automation and data insight generation.