Linera powers real-time data infrastructure for oracles, analytics, and automated systems. With low-latency execution and parallel microchains, smart contracts can react instantly to market shifts, sensor data, or external computations—enabling high-frequency risk management, real-time pricing, and instant liquidations.

Each data stream or oracle runs on its own microchain, avoiding congestion and ensuring uninterrupted updates. Applications can directly query Web2 APIs or AI models, blending on-chain and off-chain data into a seamless, responsive system.