The document discusses building a system for processing machine and event-oriented data in real-time. It describes the high-level architecture which involves data acquisition, processing, storage and querying. Events are modeled and transformed through stream processing jobs. Metrics and time series data are aggregated. Challenges include dealing with distributed systems issues, data quality, and immaturity of stream processing technologies.