An ML company develops machine learning-based solutions that transform raw data into actionable insights and intelligent behavior. These companies specialize in building models that learn from structured or unstructured data to support use cases like classification, forecasting, personalization, and fraud detection. Services typically include data engineering, algorithm selection, model evaluation, deployment, and monitoring. ML companies operate across diverse sectors, applying domain-specific knowledge to create solutions for customer analytics, process automation, and real-time decision-making. They ensure model scalability, robustness, and compliance with data governance standards. Leveraging the latest in AI research and cloud infrastructure, ML companies provide organizations with tools to unlock value from their data assets.