On the evening of June 29, Xunce Technology signed an agreement with the Beijing Data Exchange, completing its strategic positioning across "one south, one north" national-level data trading platforms following its earlier deal with the Shenzhen Data Exchange. Progress is also being made on multiple industrial collaboration fronts, including physical AI, quantum computing, and domestic computing power, with partnerships materializing one after another. An even stronger signal than the signing itself comes from the data—May Token ARR saw substantial month-on-month growth, indicating the company's business model is entering a phase of tangible returns.
From Product to Infrastructure: The TokenOS Evolution
The essence of TokenOS is its ability to transform an enterprise's multi-source, heterogeneous data in real-time into measurable, priceable, and tradable scenario-based Tokens. The collaboration with the Beijing Data Exchange focuses on four key areas—vertical industry Tokenization, embodied intelligent data circulation, digital assetization services, and a standardized biomedical database—complementing the Shenzhen Data Exchange to form a synergistic north-south framework. This marks the completion of infrastructure-level deployment for TokenOS across multiple sectors. Partnerships with three major domestic GPU manufacturers—Muxi, Tianshu Zhixin, and Biren—alongside explorations into "quantum + Token factory" with Turing Quantum, further solidify the foundational support of computing power and application scenarios.
Validation of Expertise: Translating Know-how into Pricing Power
Xunce Technology prices its scenario Tokens between $10 and $100 per million Tokens, which is more than ten times the price of generic large model Tokens. This premium stems from a triple-layered competitive barrier: the exclusivity of enterprise private data, millisecond-level real-time processing capabilities, and deep vertical industry know-how. Its joint ventures with PATEO and Simo Technology to enter the field of physical AI and world model training are a direct reflection of these capabilities in the intelligent connected vehicle sector—the more complex the scenario and the more private the data, the stronger the pricing power.
Driving the ARR Leap: A Critical Shift in Billing Model
May's Token ARR surged by 320% month-on-month, with Token-based paid revenue exceeding 5% of the total. The target is to increase this proportion to 20%–30% by year-end. The shift from project-based billing to consumption-based Token billing is transforming the revenue structure from "one-time" to "recurring" and from "labor-driven" to "product-driven." The month-on-month leap in ARR proves that customers are willing to pay continuously for the quantifiable value of Tokens, rather than just purchasing a software suite.
Securing Growth Certainty: Cost Reductions as a Catalyst
While market concerns exist that large model price reductions could suppress Token pricing, institutional analysis suggests the opposite: lower costs for foundational models reduce the barrier to AI deployment, improve ROI, and incentivize enterprises to increase investment in their private data, which in turn drives up the usage volume of scenario Tokens. Partnerships with three major domestic computing power providers ensure the smooth migration of TokenOS across different computing architectures from the supply side, further lowering adoption barriers for clients.
The Optimal Path: Anchored by Tokens, Bounded by Scenarios
While generic large models address generalization capabilities, Xunce Technology focuses on enabling scenario-based implementation. TokenOS does not aim to be a universal foundation model but rather acts as a conversion layer connecting private data to business decisions—transforming data into Tokens, Tokens into decisions, and decisions into a billable commercial closed loop. While competitors engage in an arms race over parameter scale, Xunce is building its moat in scenario density and conversion efficiency.
Within just four months, the company has completed dual signings with both northern and southern data exchanges, secured partnerships with three major domestic computing power providers, and advanced multiple initiatives in physical AI and quantum computing. TokenOS has progressed from a proof-of-concept to an industrialized productive force. As Token-based payment penetration increases and vertical scenarios continue to expand, Xunce Technology is charting a clear path from ARR validation to valuation uplift.
Comments