Sandeep leads a globally distributed team responsible for data science, product engineering, and product support for our AI-based product. Sandeep discusses what machine learning, and more generally artificial intelligence, can be of use for big data application performance management, what are the requirements and challenges of using ML and AI effectively to tackle this problem, and what are the benefits that we can really expect.