We present an environment for interrogative visualization of the Visible Human datasets. Components of the environment have been developed to support rapid computation, rendering, and querying of large amounts of data. A cluster of graphics workststations connected by ATM to an Intel Paragon provides the computational and display power required to support visualization in an interactive sense. We discuss the three components of interrogative visualization and how they are addressed in our design.