What is Mawari? The next-generation 3D Internet realized through the fusion of AI and XR.

With the emergence of next-generation XR (extended reality) devices such as Meta Quest, Apple Vision Pro, and Xreal, immersive 3D experiences that blend digital and reality are becoming a reality. Instead of just looking at a screen, the future is approaching where you can immerse yourself in the digital world and have face-to-face conversations with AI avatars.

However, to realize this experience, ultra-fast processing and ultra-low latency are required, which cannot be handled by conventional infrastructure. Mawari Inc. solves this technical challenge through DePIN (Decentralized Physical Infrastructure Network) and also provides monetization opportunities through Guardian Node operations that anyone can participate in.

This article provides a detailed explanation of Mawari's technical features, its achievements in the XR field, and the mechanism for monetization through Guardian Node operations.

Table of Contents

1. What is Mawari?
2. The Potential of XR and the Technical Features of Mawari
3. XR Achievements and Innovative Implementation Cases
4. What is a Guardian Node?
5. Fee Structure and Revenue Model
6. Conclusion

What is Mawari

Founded in 2017, Mawari is a company that develops 3D streaming technology for XR. The company aims to realize the "spatial internet" where digital content exists in real space by merging AI and Web3 technologies. Since its early days, it has maintained an average annual revenue of 1.5 million dollars and is steadily establishing its position in the spatial computing market, which is expected to grow to approximately 53 trillion yen by 2030.

Currently, we are also focusing on expanding into the entertainment sector, such as meet and greets with Vtubers, and there are increasing examples of usage within the country.

In April 2025, Mawari announced the "Decentralized Infrastructure Offering (DIO)". This project will sell licenses for Guardian Nodes that will build infrastructure for XR content distribution worldwide. License holders will be able to earn rewards from the revenue of the Mawari Network through monitoring and verification tasks of the network. This will establish a foundation for the distribution of high-quality 3D content and AI avatars globally.

To an era of being "unbound" by the workplace 🪐

The future where virtual spaces become offices, What supports that is Mawari's spatial streaming technology.

High-speed & seamless spatial streaming makes the "future of work" a reality.

📹 Miyako talks about the beginning of the "new work style" #Mawari #XR pic.twitter.com/nhVr5CMNtM

— Mawari Japan (@mawarijp) March 28, 2025

The Potential of XR and the Technical Features of Mawari

XR (Extended Reality) is a concept that encompasses VR (Virtual Reality), AR (Augmented Reality), and MR (Mixed Reality), and it is a technology that merges the physical world with the digital world.

Source: Mawari

Technical Challenges and Solutions through DePIN

Real-time streaming of high-quality 3D content requires immense computational power and ultra-low latency. In traditional centralized clouds, latency due to physical distance cannot be avoided. Additionally, to achieve lightweight XR devices like glasses, processing power must be delegated to remote GPUs, making ultra-low latency connections essential.

Mawari's DePIN (Decentralized Physical Infrastructure Network) operates through GPU nodes distributed globally, working in coordination to process data as close to the user as possible. This achieves an average first frame display within 1 second, 80% bandwidth reduction, and 99.9% uptime. In 2024, it processed over 50,000 hours of XR content streaming.

XR Achievements and Innovative Implementation Cases

Mawari has successfully completed over 50 commercial projects and has demonstrated the potential of XR experiences. Major clients include Netflix, KDDI, T-Mobile, BMW, and the Tokyo National Museum.

Notable XR Project

MUTEK Japan 2023 "assimilating XR"

assimilating XR

A fusion performance of XR and contemporary dance realized in collaboration with choreographer Hiroaki Umeda. The audience was able to experience high-definition Unreal Engine 3D visuals that were fully synchronized with the dancers' movements through XR devices.

Thanks to Mawari's technology, physical dance and digital art are seamlessly integrated, demonstrating the potential of XR in artistic expression.

XR Digital Twin Store (2023)

Digital Twin Store

A joint project with KDDI, Telefonica, and Sturfee connects stores in Tokyo and Madrid through XR, creating a cross-border shopping experience. Actual store employees were captured as avatars and streamed in real-time using the Mawari XR-Tuber pipeline.

Thanks to 5G MEC and Mawari's ultra-low latency technology, face-to-face customer service that feels as if you are in the same space becomes possible. By combining this with Sturfee's visual positioning technology, seamless localization and face-to-face communication are realized, presenting a new form of coexisting commerce.

Achievements of Mawari at the Osaka-Kansai Expo (2025)

Mawari's achievements at the Osaka-Kansai Expo.

Mawari provided a next-generation entertainment experience utilizing real-time 3D streaming technology at the 2025 Osaka-Kansai Expo.

A partnership agreement was signed with Brave Group and Virtual Avex for early access, showcasing both companies' Vtuber avatars in real-time. During the period, a simultaneous meet and greet with three Vtubers was also held, allowing attendees to enjoy interactive engagement on the spot.

The initiative that integrates XR, AI, and decentralized distribution technology has become one of the most notable exhibits at the expo.

What is a Guardian Node?

The Guardian Node is a verification node that maintains the quality of XR content delivery on the Mawari Network. By purchasing a license, anyone can participate in building the XR infrastructure and earn rewards.

Revenue Model and Fee Structure

Two Reward Systems

Guardian Node operators can earn income through two reward systems.

First, the network monitoring rewards are structured so that up to 20% of the net revenue of the Mawari Network is distributed to operators, functioning as a long-term source of revenue. This reward automatically increases with the growth of the XR market, making it a highly promising revenue model.

Another one is the early operator incentive, which is a special reward program for the first three years. This program is designed to actively incentivize participants who contribute during the network's launch phase, with allocation amounts varying from 25 to 1047 MAWARI tokens depending on the selected plan.

CEO Luis Oscar Ramirez stated, "Guardian Node operators are building crucial infrastructure that supports XR and AI experiences deployed worldwide. The reward system based on the actual demand of the network provides sustainable revenue opportunities."

Initial investment and management costs

Guardian Node 3 Plan

At Mawari, all Guardian Node licenses are offered at the same price (333 dollars).

| Plan Name | Features | Early Incentives | Long-term Reward Ratio | | --- | --- | --- | --- | | Visionary | Long-term growth focus | 25 MAWARI tokens | 72.3% | | Balance | Balance-oriented | 522 MAWARI tokens | 16.7% | | Catalyst | Early Reward Focus | 1047 MAWARI Tokens | 11.0% |

Each plan has a different balance of early incentives and long-term reward distribution. The Visionary plan is designed for those who prioritize long-term network growth, the Balance plan is for those seeking a balance between immediate rewards and long-term growth, and the Catalyst plan is aimed at those who prioritize early reward acquisition.

The license price is $333 for all plans. It is possible to operate with an existing internet connection and computer. Additionally, an environment is also prepared where you can utilize paid servers hosted by KDDI.

Requirements for Guardian Node Operation

The operation of Guardian Nodes that support the XR infrastructure is possible even without technical expertise.

• Required Hardware: Computer with CPU (GPU not necessary)
• Network Requirements: A stable internet connection
• Operational Requirements: Response to availability verification (heartbeat tasks) at least 8 times within 24 hours.
• License Purchase: Available for purchase on the Arbitrum chain starting from July 30, 2025 (tentative)
• Technical Support: Hosting services are also available from infrastructure partners such as KDDI and Bitmedia.

Mawari is a Decentralized Infrastructure Offering by Animoca Brands Japan and DIO(. We have a partnership agreement and it is also possible to purchase nodes at a discount by using the discount code from Animoca Brands Japan.

Discount Code: U59I85V02

Summary

Mawari realizes a "Spatial Internet" where XR and AI are integrated through DePIN. With a $333 Guardian Node license, anyone can participate in building this infrastructure and earn continuous rewards as the market grows.

As the adoption of XR devices progresses, the importance of content delivery infrastructure is increasing. This opportunity, which can be participated in without technical expertise, will become an attractive option for those who believe in the future of XR.