Build Your Own AI Model Platform
One API for 200+ AI models, with white-label branding and built-in user, access, and billing management.
Why UToken
AI Token governance for private enterprise use cases. From access to governance, UToken makes model calls unified and manageable.
One gateway for multiple models, less integration work.
Unified access to local, cloud, and third-party models. UToken is a unified AI Token gateway with access control, metering, and security.
- Unified Access: One API for local, cloud, and third-party models.
- Less Adaptation: No separate integrations for systems, agents, or apps.
- Fast Reuse: Quick access for enterprise apps and assistants.
- Smart routing
- Safety checks
- Metering
Unified access replaces point-to-point integrations.
Pre-call Risk and Budget Control
Centrally manage permissions, quotas, and frequency to stop risks before calls are made. UToken supports API Keys, IP whitelists, model access control, call limits, and budget caps for secure operations and cost control.
- Access control: by tenant, project, customer, and API Key.
- Rate limiting: QPS, TPS, and TPM limits to prevent traffic spikes.
- Budget control: daily and monthly caps to avoid overspending.
Permissions, amounts, and frequency, all under control.
Intelligent Routing & Auto-Switching: Balancing Performance and Cost
Auto-match requests to the right models, avoiding wasting high-performance resources on simple tasks. UToken intelligently routes requests to the most suitable models, optimizing overall efficiency.
- Auto-Selection: Basic models for simple Q&A; high-performance models for complex reasoning and Agents.
- Better Performance: KVCache-aware scheduling routes to cache-hit replicas, reducing first-token latency.
- Higher Throughput: Handle more concurrent requests on the same hardware, maximizing compute efficiency.
Automatic routing, better cost-performance.
Metering & Cost Splitting: Transparent Expenditure
Go beyond Token counts; accurately track users, projects, and specific costs. UToken provides Token distribution, quotas, stats, billing, and settlement.
- Usage Tracking: Monitor consumption by tenant, customer, project, and API Key.
- Cost Accounting: Support metering to assess the real expenses of models and businesses.
- Clear Splitting: Enable split settlements for multi-level scenarios like enterprises, channels, and ISVs.
Per-request metering, clear cost attribution.
Full-Link Security Audit & Local Data Storage
End-to-end traceability from requests to session logs. Fully traceable and auditable process from requests to sessions to meet compliance needs.
- Unified Auth: Centralized access via UToken gateway to eliminate direct model connection risks.
- AI Guardrails: Enable blocking, desensitization, and logging to prevent prompt attacks and data leaks.
- Local Storage: Store prompts, responses, and context locally to ensure data sovereignty.
Every call traceable, data stays local.
UToken: Enterprise-Grade AI Token Governance Platform
Unified AI Token Gateway: connecting local inference, cloud compute & multi-vendor models. UToken manages underlying heterogeneous computing power, delivering secure, highly available, and operable AI service governance at the upper layer.
Application Layer
- Enterprise EmployeesCorporate staff & office users
- Internal SystemsBusiness apps & platforms
- AI / Coding AgentsAutonomous agents & copilots
- Channel PartnersISVs & ecosystem partners
UToken AI Gateway
- Unified AuthCentralized authentication
- Smart RoutingAuto model switching
- AI GuardrailsBlocking & masking
- Metering & BillingUsage & cost accounting
- Quota & BudgetRate & budget control
- Multi-tenant ManagementTenant isolation
Heterogeneous Compute & Models
- Local Inference
- Enterprise GPU Clusters
- UCloudStack
- Local LLMs
- Cloud Compute
- AstraFlow
- Cloud GPU
- 3rd-party Compute
- Multi-Vendor Models
- MaaS Platforms
- Industry Models
- OpenAI / Anthropic
One governance layer over heterogeneous compute and multi-vendor models.
Three Core Functional Modules
UModel: AI Inference Service Platform
Unifies the management of NVIDIA and domestic GPUs, supporting model import, one-click deployment, scaling, and monitoring to turn local models into standard API services.
UToken: Unified AI Token Gateway
Centralizes LLM requests from employees, systems, and Agents, providing unified authentication, smart routing, quota limits, billing, and security auditing.
O&M Monitoring: Observable Operations System
Centrally monitors core metrics like TTFT, TPOT, QPS, and GPU utilization, combining multi-dimensional alerts and log correlation to ensure stable service operations.
Use cases
End-to-end solutions from internal AI token governance to commercial compute monetization.
Unified Access for Internal AI Assistants
Single entry point for multiple applications, reducing repetitive integration costs.
From Compute Integration to Token Distribution: Rapidly Building an Enterprise AI Governance Platform
Combined with UModel, UToken helps enterprises build end-to-end workflows—from managing local GPUs, Private Cloud/UCloudStack, or cloud compute to model deployment and Token operations.
Integration
Integrates local GPUs, Private Cloud/UCloudStack, UCloud cloud GPUs, and AstraFlow, unifying scattered compute into a foundational resource pool.
Model Servitization
Utilizes UModel for one-click deployment, scaling, and monitoring, standardizing local model capabilities into accessible API services.
Unified Gateway Access
Employs UToken to provide smart routing, quota limits, and security guardrails, centrally managing requests from employees, systems, and Agents.
Ops Billing & Auditing
Tracks Token usage, billing, and audit logs comprehensively, ensuring AI invocations are measurable, auditable, and operable.
Not just deploying models, but building a deliverable, governable, and operable LLM inference infrastructure.
Five unified capabilities that turn scattered models and compute into enterprise-grade AI infrastructure.
Unified Supply
Unifies the management of open-source, proprietary, and industry models, publishing them as standardized services.
Unified Management
Integrates NVIDIA and domestic GPUs, reducing compute fragmentation and repetitive O&M.
Unified Governance
Centralizes authentication, routing, quotas, billing, and auditing, saving business teams from reinventing the wheel.
Security & Compliance
Supports local data retention, full-link auditing, permission isolation, and security guardrails to meet strict compliance needs.
Continuous Operations
Centrally monitors metrics like TTFT, TPOT, tok/s, QPS, and GPU utilization to ensure long-term stable operations.
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Build an Enterprise AI Token Governance Platform, Starting with Unified Access
Whether for internal AI invocation governance or external AI Token commercial operations, UToken combined with UModel empowers enterprises to build end-to-end workflows—from compute management and model deployment to unified access, billing, and security auditing.
