InfiniteGraph is a distributed graph database built on Objectivity/DB that provides a simple graph-focused API, automated distribution and deployment, and supports large graphs through distribution and consistency models that allow for relaxed consistency. It aims to make distributed graph processing scalable through techniques like pipelining and distributing navigation across partitions while handling remote data reads efficiently. The data model supports both schemas and schema-less approaches.