Spatial computing pioneer Mawari announced its latest initiative — i.e. Decentralized Infrastructure Offering (DIO) — to help meet the rapidly growing demand for AI-powered immersive content globally. The Tokyo-based company has invited compute resource owners worldwide to become ‘Guardian Node Operators’ within its ecosystem, thereby contributing directly to a decentralized infrastructure supporting next-generation digital experiences.

To elaborate, Guardian Node Operators are required to uphold the network’s performance, being tasked with verifying computational processes as well as monitoring key metrics like latency, bandwidth, and content fidelity. By auditing the output of worker nodes and enforcing quality standards, they help keep the platform resilient, all while receiving tangible incentives for their services.

The aforementioned move comes at a time when demand for realistic 3D content delivered in real-time has surged exponentially, with the spatial computing market projected to reach $377.45 billion by 2030.

Mawari's infrastructure, in this context, has been designed specially to power complex 3D experiences — including lifelike 3D Avatar AI agents — which are then streamed efficiently to devices worldwide.

Building on its commercial success even more

Since its inception in 2017, Mawari has become one of the biggest players in the realm of immersive technologies, thanks, in large part, to its various patented spatial computing solutions. Furthermore, the company has reportedly delivered over 50 successful commercial projects for brands likeNetflix, KDDI, T-Mobile, and BMW.

And, with an average annual revenue of $1.5 million, the company seems primed to capture an even bigger share within this burgeoning market. On the launch, Luis Oscar Ramirez, CEO of Mawari, was quoted as saying:

"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."

An alternate approach to network tokenomics

In an apparent departure from typical crypto-based node offerings, the Mawari team has emphasized that DIO has been built on the principles of genuine utility, fairness, and long-term sustainability, with the earnings of its Guardian Node Operators being directly tied to actual network revenue and usage.

In this regard, the firm’s reward structure has been made to primarily centre around its ‘network monitoring rewards’ module, which represents 20% of Mawari's total network revenue. Not only that, ‘early operator incentives’ have also been crafted, providing token allocations for node licenses maintained with high reliability and uptime during the initial growth phase.

Lastly, features like flat pricing across all node license tiers, options for third-party node management alongside other long-term opportunities are meant to ensure that the ecosystem is able to deliver seamless utility even as the XR market continues to expand.

The road ahead

The above-mentioned Guardian Node Licenses are set to be made available by early June at a price of $333 per license. This will be done exclusively via the Arbitrum chain to purchasers in approved jurisdictions. Additionally, it is being reported that Animoca Brands Japan, a Hong Kong–based Web3 game software company and venture capital company, will host a private node license sale to broaden participation and further strengthen the network.

If that wasn’t enough, infrastructure service partners — such as Easeflow, DepinHub, Zelucash, and Bitmedia (in partnership with KDDI) — are going to provide seamless operational options for all node operators.

Source: Finance Magnates