Mawari Teams with Caldera to Launch Decentralized Immersive Streaming Network

Mawari, a provider of immersive computing solutions, has entered into a strategic partnership with Caldera, a decentralized infrastructure platform, to launch the Mawari Network. This new infrastructure aims to enable the real-time streaming of AI-powered extended reality (XR) experiences across the globe with near-zero latency [1]. The collaboration brings together Mawari’s advanced 3D streaming technology with Caldera’s modular blockchain ecosystem, positioning the Mawari Network as a decentralized physical infrastructure network (DePIN) that can scale immersive experiences with high performance and low latency [1].

The Mawari Network leverages a globally distributed network of GPU nodes to deliver interactive and immersive AR/VR content. Its patented spatial streaming technology reduces bandwidth consumption by 80% compared to traditional methods, while still ensuring high-quality rendering and real-time interaction [1]. The system also includes Guardian Nodes, which provide signed quality of service (QoS) attestations, ensuring transparency and accountability in network performance [1].

Caldera’s role in the partnership extends beyond infrastructure, as it enables on-chain persistence of critical performance metrics such as latency, jitter, and frame accuracy. These measurements are used to inform node reputation, routing decisions, and reward distribution within the Mawari Network ecosystem [1]. According to Luis Oscar Ramirez, CEO of Mawari, this integration strengthens the network’s ability to deliver consistent and reliable performance for end users [1].

Mawari’s technology is already seeing real-world adoption, with two of Japan’s largest VTuber agencies—Brave group and Virtual Avex—utilizing its vTubeXR product. These early adopters were showcased at the Expo 2025 Osaka in May and are part of Mawari’s Early Access Program, which grants priority access to features and support [1]. Mawari plans to expand its partnerships with more VTuber production companies and intellectual property holders in the future, enhancing the platform’s utility and versatility [1].

The Mawari Network operates on two core technologies: spatial streaming capabilities compatible with Unity and Unreal Engine, and a distributed edge computing node architecture. This allows for computationally intensive rendering tasks to be offloaded from end-user devices, enabling smooth AR/VR experiences on standard hardware [1]. The network’s decentralized model also allows individuals with GPU capacity to participate and earn rewards, democratizing access to the infrastructure [1].

From a technical and market perspective, the Mawari Network represents a significant advancement in the delivery of immersive experiences. The decentralized infrastructure ensures scalability and consistency across global user bases, which is critical for applications like virtual collaboration, training, and content creation [1]. By integrating AI, the platform further personalizes and optimizes user interactions, making it adaptable to a wide range of industries [1].

The broader implications of this collaboration reflect the growing convergence of AI, decentralized infrastructure, and immersive computing. As XR adoption accelerates across enterprise and consumer sectors, the availability of a reliable and scalable streaming platform could drive faster mainstream adoption [1]. Mawari and Caldera aim to remove traditional barriers to entry by reducing dependency on high-end hardware and offering flexible monetization options for content creators and developers [1].

The partnership underscores the potential for decentralized networks to support high-demand, real-time applications. As the extended reality market continues to expand, the Mawari Network’s utility-based revenue model and growing enterprise partnerships could establish a new standard for immersive content delivery [1].

Source: [1] Mawari Partners with Caldera to Launch Mawari Network, Enabling Real-Time Streaming of Immersive, AI-Powered Experiences Globally (https://www.theblock.co/press-releases/367078/mawari-partners-with-caldera-to-launch-mawari-network-enabling-real-time-streaming-of-immersive-ai-powered-experiences-globally)