As artificial intelligence (AI) large model technology enters the deep waters of large-scale application, the core factor determining commercial landing is shifting from simple &#34;parameter competition&#34; to &#34;high-quality data supply capability.&#34;
Recently, XUNCE Technology (3317.HK) officially launched the world's first TokenOS operating system—TokenONE. This system aims to innovate the underlying architecture to connect the entire chain of &#34;data—Token—decision,&#34; making the output of large models measurable, promoting the large-scale industrial production phase of scenario Tokens, and providing a new perspective for the capital market to reassess the value of AI infrastructure.
Scenario Tokens are the &#34;high-energy fuel&#34;
Currently, the core contradiction faced by the AI industry is becoming increasingly prominent: the general capabilities of large models continue to rise, but enterprise-level scenario data is severely lacking. Although general Tokens have a wide range of applicability, they have low information density and high ineffective consumption, making it difficult to accurately support key scenarios such as financial risk control, energy scheduling, and high-end manufacturing, which require high accuracy; meanwhile, the vast amounts of high-quality private data accumulated within enterprises are in a &#34;sleeping&#34; state and cannot be directly converted into effective fuel that AI models can call upon. The shortage of high-quality scenario Tokens is becoming a structural bottleneck that restricts the comprehensive explosion of AI applications.
The TokenONE launched by XUNCE Technology is precisely aimed at solving this industry pain point. As a new operating system native to AI, its core strategic positioning is to redefine the underlying rules of the AI era.
<h3>Building a Differentiated Moat</h3>
Unlike traditional AI tool layer products, TokenONE is essentially a fully industrialized Token production system. It focuses on &#34;refining, delivering, and decision-making&#34; as its three core elements, processing enterprises' scattered and heterogeneous raw data into high-purity scenario Tokens through nine standardized steps and five core processes. Its ten core highlights, including private domain data tokenization and multiple computing power bases, build a strong technological moat.
Compared to existing market solutions, TokenONE demonstrates significant differentiated advantages: first, it elevates positioning, not limited to application enhancement or model optimization, but aims to create an underlying operating system; second, it industrializes the production model, moving away from workshop-style data processing to achieve a large-scale output system for data Tokens that is replicable, scalable, and auditable; third, it completes the commercial closed loop, ensuring that every AI investment can be converted into quantifiable commercial value through hardware isolation and system notarization to prevent bill tampering.
<img src="https://imageproxy.pbkrs.com/https://pic.cnmtpt.com/Uploadfiles/20260527/2026052709354262182.001.png?x-oss-process=image/auto-orient,1/interlace,1/resize,w_1440,h_1440/quality,q_95/format,jpg" alt="" original-src="https://imageproxy.pbkrs.com/https://pic.cnmtpt.com/Uploadfiles/20260527/2026052709354262182.001.png"/>
Industry data shows that the Token economy is approaching an explosive critical point. With the surge in the number of Agents and the rollout of C-end trial commercial packages, the volume of Token calls is showing an exponential growth trend, marking the initial signs of a nationwide Token era. Against this backdrop, TokenONE, which can stably output high-value scenario Tokens, will further highlight its scarcity and bargaining power
&#34;AI Infrastructure Leader&#34; Opens Value Reassessment Channel
From the perspective of investment logic in the capital market, the large-scale implementation of TokenONE is expected to open multiple growth spaces for XUNCE Technology. Firstly, there is a qualitative change in the business model, driving the company's revenue to gradually shift from traditional project-based and subscription-based models to a &#34;pay-per-Token effect&#34; model, further optimizing revenue quality and predictability. Secondly, the rapid replication capability across industries, through co-building vertical Token factories in finance, health, high-end manufacturing, energy, and other sectors with industry leaders, has substantially expanded the company's application boundaries. Additionally, with the enhancement of the customer lifetime value and deep complementarity with large model vendors, XUNCE is becoming an irreplaceable ecological hub for the &#34;last mile&#34; of AI implementation.
Industry analysts point out that the ultimate question in the AI industry is that large models determine &#34;what can be done,&#34; while data and Tokens determine &#34;whether real value can be created.&#34; With the extensive commercialization of the TokenOS operating system, XUNCE Technology is gradually completing its value reassessment from a &#34;solution provider&#34; to an &#34;AI infrastructure leader.&#34; In the future, relying on real-time data processing capabilities and deep industry accumulation, the company will continue to benefit from the explosion of the Token economy and the dividends of industry intelligence transformation, making its long-term investment value and market space worthy of further attention

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XUNCE Technology has released the world's first TokenOS operating system, TokenONE, aimed at addressing the shortage of high-quality scenario tokens in the AI industry through innovative underlying architecture. This system transforms enterprises' raw data into high-purity scenario tokens, promoting the industrialization of AI applications and reshaping the value of AI infrastructure

Where is the new engine for the industrialization of tokens? XUNCE globally launched the TokenOS operating system to provide the answer