Mawari, a Tokyo-based pioneer in immersive 3D and AI-powered content, has announced the launch of its Decentralized Infrastructure Offering (DIO), aiming to expand its distributed network worldwide. This move comes as demand for real-time, AI-driven 3D content surges, with Mawari inviting compute resource owners everywhere to become Guardian Node Operators and help power the next generation of digital experiences.
Founded in 2017, Mawari has already delivered over 50 commercial projects for major brands like Netflix, KDDI, T-Mobile, and BMW, leveraging its patented spatial computing technology. With the spatial computing market projected to reach $377 billion by 2030, Mawari’s DIO is designed to scale its infrastructure to meet growing global needs for high-quality, immersive 3D content.
Unlike traditional node sales that often rely on hype, Mawari’s DIO is focused on real utility, transparency, and long-term sustainability. Guardian Node Operators play an active role in monitoring and maintaining network health and uptime, earning rewards directly tied to network revenue and usage. Operators receive 20% of the network’s total revenue as Network Monitoring Rewards, with additional incentives for early participants who maintain high reliability.
Key features and opportunities
Mawari’s DIO stands out for its dynamic revenue sharing, fair pricing, and operational convenience. Guardian Node licenses are offered at flat rates across three tiers, and those who prefer can delegate node management to trusted third-party providers. The network is designed for longevity, with Guardian Nodes expected to play a critical role as the XR and immersive technology space continues to grow.
Luis Oscar Ramirez, CEO of Mawari, emphasized the active contribution of node operators: “Our Guardian Node Operators aren’t passive speculators—they actively support critical infrastructure powering immersive 3D and AI experiences worldwide. By directly aligning operator rewards with the network’s genuine demand-driven growth, we’re creating a fair, transparent, and sustainable infrastructure built for longevity.”
Image: Mawari.
Mawari’s expansion is supported by partnerships with industry leaders such as KDDI and Animoca Brands Japan. Animoca Brands Japan will host a private Guardian Node license sale, broadening participation and strengthening the network. Additional partners like Easeflow, DepinHub, Zelucash, and Bitmedia (in partnership with KDDI) provide operational support for node operators.
The network’s infrastructure, built on a dedicated L2/L3 blockchain using Arbitrum Orbit, ensures scalability, security, and decentralization. Mawari’s mobile edge computing (MEC) enables real-time streaming of lifelike 3D avatar AI agents for applications in tourism, customer service, and enterprise support, while also supporting broader Edge AI workloads.
How to enter the space
Guardian Node Licenses will be available starting in early June for $333 per license, exclusively on the Arbitrum chain for approved jurisdictions. Node operators are essential to maintaining network reliability and will directly benefit from Mawari’s global growth in spatial computing.
Mawari’s DIO represents a new chapter in decentralized infrastructure, offering real-world utility and sustainable rewards for those who participate. As immersive AI-driven experiences become more mainstream, Mawari is positioning itself at the forefront of the industry, enabling the mass adoption of AI agents and 3D content with close to zero latency.
With its innovative approach and strong industry partnerships, Mawari is set to play a leading role in shaping the future of digital communication, entertainment, and spatial computing.
