BeijingApril 28, 2026 /PRNewswire/ — Amid the wave of intelligent agents and large model applications, Token is no longer just a unit of data invocation, but a “computing currency” for enterprises. Whoever establishes a Token platform first will possess the most cost-competitive infrastructure in the AI era.
Inspur Information AIStation has launched an enterprise Token service platform, enabling enterprises to quickly build a Token platform through “one-click access” and “fine-grained governance,” reducing Token operational costs at the source and accelerating the transition into the intelligent agent era.
Why Must Enterprises First Build aTokenPlatform for Intelligent Agents?
As large model applications enter deeper waters, enterprise AI is transforming from a “model tool” to an “intelligent agent system.” Intelligent agents are beginning to handle business execution, process decision-making, and automated collaboration, gradually becoming a new “digital workforce” for enterprises. However, a reality overlooked by many companies is: without a Token platform, a true intelligent agent transformation cannot be completed.
This is because intelligent agents have become a systematic project that continuously consumes Tokens. In the traditional large model phase, one request corresponds to one inference, making Token consumption short-term and controllable. But in an intelligent agent system, a single task requires collaboration among multiple agents, one request relies on multiple rounds of inference and tool calls, and a process means a continuous Token consumption chain. This makes Token consumption unpredictable, invocation paths highly complex, and costs amplified at the chain level. If the model of “dispersed external API calls” continues, it will inevitably lead to chaotic Token management and scheduling, as well as persistently high costs for enterprises.
By establishing a Token platform, enterprises gain three key capabilities: First, proactive scheduling, allowing enterprises to select the optimal model for each task, running high-value and low-cost tasks in separate tiers; Second, structural optimization, enabling enterprises to easily identify invalid calls and optimize prompts and invocation chains; Third, internal controllability, reducing the scale of external Token procurement by building a unified Token pool. Therefore, to advance intelligent agent transformation, enterprises must establish a Token platform.
Data Sovereignty Requires Enterprises to Build Their OwnTokenPlatform
The essence of intelligent agents is deep involvement in enterprise business processes, meaning invocations contain a large amount of internal enterprise data, and decision-making chains involve core business logic. In this context, enterprises must ensure data does not leave their domain, invocations are controllable, and behavior is auditable. However, under the external Token invocation model, Token consumption occurs outside the enterprise, invocation paths are unavailable, and data flow lacks complete auditing, leading to data security risks, compliance risks, and business control risks.
By building their own Token platform, enterprises can control the flow path and consumption of Tokens internally, effectively avoiding external risks and ensuring core data remains within their control. Therefore, to truly advance the deployment of intelligent agents, enterprises must first establish a unified internal Token entry point.
Enterprise-OwnedTokenPlatform ManagesTokenCosts More Effectively
After large-scale deployment of intelligent agents, Token costs will become one of the largest operational expenses. If all invocations are billed based on external Token pricing, costs will grow entirely with the volume of calls, meaning enterprises are continuously paying for external AI infrastructure without pricing power.
An enterprise in the large-scale intelligent agent phase may consume up to trillions of Tokens per month. If the average external API price is 3 yuan per million Tokens, the annual cost could reach 36 million yuan. In actual operations, 20%–50% of calls are invalid or inefficient, high-cost models are overused, and multiple systems consume resources redundantly. Without a Token platform, these costs will persist and continue to amplify over time.
It can be said that in the intelligent agent era, Token is the new computing currency, and the Token platform is the new infrastructure.
AIStation Helps Enterprises Quickly Build aTokenPlatform
Inspur Information AIStation has launched an enterprise Token service platform, precisely providing this critical infrastructure capability to help enterprises rapidly build their own Token platform.
- Empowering Developers: One-Click Use for “Zero Wait”TokenAccess
Efficiency Boost: Say goodbye to lengthy applications and complex parameter configurations. Developers can “one-click instantly” obtain API Keys within the AIStation platform, reducing resource acquisition time to zero.
Unified Access, Multi-Model Switching: Through the platform’s unified URL aggregation capability, developers can smoothly switch between multiple models and quickly integrate them without repeatedly modifying code, significantly shortening the cycle from AI prototype to product launch.
Usage Visualization: With a clear real-time dashboard, developers can constantly monitor resource consumption, fostering a habit of fine-grained development and avoiding invalid calls.
- Empowering Managers: Overall Coordination for “Every Penny Accounted For”
Fine-Grained Control: Managers can set strict Token usage quotas based on department, project, or personnel dimensions, ensuring high-quality computing power is precisely allocated to core business.
Prevention Beforehand, Auditing During: Real-time monitoring of consumption details, with millisecond-level anomaly alerts. Not only can it promptly intercept unauthorized calls, but it also provides full-chain traceable auditing, offering scientific decision-making basis for enterprise resource planning.
Significantly Reduced Operational Costs: Through centralized Token pool management, enterprises can clearly identify which models offer the best value and which tasks consume excessively, maximizing Token resource usage efficiency while ensuring business operations, effectively cutting unnecessary operational costs.
- Just Three Steps to InstantTokenFreedom
Enterprises do not need heavy secondary development. With Inspur Information AIStation, they can quickly establish a Token platform in just a few days through three simple steps:
Platform Deployment: One-click activation of the AIStation Token service function module.
Policy Definition: One-click configuration of resource quota permissions based on departmental business needs.
Rapid Access: Developers use standard interface calls in the development environment for immediate business integration.
In the intelligent agent era, Token is the new computing currency, and the Token platform is the new infrastructure. Inspur Information AIStation, through smarter and more efficient Token services, helps enterprises quickly build a Token platform and complete their intelligent agent transformation. In the future, Inspur Information AIStation will continue to be guided by actual enterprise needs, iterating and optimizing service capabilities to provide better and more efficient services for enterprise Token users and managers, supporting high-quality development in the AI era.