Heisenberg Network (formerly: Seshatlabs)

Seshat is a decentralized infrastructure that optimizes ML dataflows, including data transformation and cleaning, by utilizing idle resources in a trustless way, significantly reducing computational and storage costs. Its uniqueness lies in the in-house developed SDK that allows users to define ML dataflow tasks and processes while enabling systematic task verification and seamless communication between consumers and nodes.