Modern data platforms are software solutions designed with a cloud-first approach, optimized for cloud environments from the beginning. They integrate data ingestion, storage, processing, and analytics to provide a comprehensive data management solution. Key features include scalability, real-time processing, flexibility, and user-friendly interfaces.