Mawari Taps Caldera to Power Decentralized XR Streaming Network

- Mawari operates a global network of GPU nodes to stream immersive 3D content, using its own spatial streaming and rendering technology.
- Caldera provides the blockchain infrastructure to track node performance on-chain and calculate routing and rewards.
Mawari has partnered with Caldera to create a blockchain-managed infrastructure for streaming extended reality content. The collaboration connects Mawari’s decentralized GPU network with Caldera’s high-throughput rollup to enable low-latency, high-performance delivery worldwide.
Mawari provides the rendering, bandwidth, and delivery system through its patented 3D streaming technology. The company says the platform reduces bandwidth use by 80 percent while streaming high-performance, immersive content to standard devices through a distributed network of GPU nodes.
Caldera powers the blockchain layer of the system. Stream quality metrics like latency and frame accuracy are recorded on-chain using attestations from Guardian Nodes. This data shapes routing decisions and reward distribution, making the network transparent and performance-based.
Mawari technology is already in use by VTuber agencies Brave group and Virtual Avex. Both are enrolled in Mawari’s Early Access Program. Mawari plans to expand access to more production companies and IP holders. The platform supports content built in Unity and Unreal Engine and is designed to scale with market demand for real-time immersive experiences.
🌀 Tom’s Take:
Real-time 3D, AR, and VR needs low latency and high fidelity, full stop. What’s interesting here is how Mawari is building for that with decentralized infrastructure and on-chain accountability baked in.
Source: DLNews / Mawari