Linera powers real-time data infrastructure for on-chain analytics, oracles, and automated decision systems. With low-latency data delivery and parallel execution, smart contracts can react instantly to market movements, sensor inputs, or off-chain computations. This unlocks high-frequency risk management, real-time pricing feeds, and automated liquidation systems in DeFi, gaming, and beyond.

Microchains can natively query Web2 services, APIs, and off-chain systems, allowing developers to integrate real-world data, AI models, and external computations directly into their on-chain applications. Each oracle provider, data stream, or analytics engine can operate independently on its own microchain, avoiding congestion from other network activity. This parallel data processing ensures that critical feeds like price oracles, sports data, or machine-generated insights update in real-time without disruption—even under high throughput.