Heroic is an open-source, real-time big data architecture developed by Spotify, designed for monitoring and data analytics. It is highly scalable and built to handle large volumes of time-series data. Heroic supports multi-tenancy, meaning it can manage data from multiple users simultaneously, and it offers extensive query capabilities along with powerful aggregation functions. The system is built to be resilient and allows for easy integration with various data backends and storage solutions.