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SmarTokenX — representative scene from the AI Middleware MaaS portfolio
§ Portfolio Company — 被投企业

SmarTokenX

AI Middleware MaaS

AI middleware MaaS and compute-orchestration hub aggregating GPUs and open-source models across AWS, Azure, GCP, Oracle, IBM, Alibaba, Tencent and JD Cloud — one OpenAI-compatible, deeply compliant API with intelligent routing, caching and batching delivering 20–40% cost savings vs. direct providers. WAIO-certified.

SmarTokenX · AI Middleware MaaS
§ Portfolio Company — 被投企业

SmarTokenX

中文简介

AI 中间件 MaaS 与算力调度枢纽,聚合 AWS、Azure、GCP、Oracle、IBM、阿里、腾讯、京东等顶级云厂商的 GPU 与开源大模型 — 通过一个 OpenAI 兼容、深度合规的 API,结合智能路由、缓存与批处理,相较直连节省 20–40% 成本。世界人工智能组织(WAIO)认证成员。

SmarTokenX 远不止是 API 聚合器 — 它以 AI 中间件 MaaS 与算力调度层的形态,介于企业应用与全球领先云厂商、基础模型之间。通过智能路由、语义缓存与请求批处理,将流量在 AWS、Azure、GCP、Oracle、IBM、阿里、腾讯、京东等云之间动态分发,并以同一个 OpenAI 兼容 API 暴露所有模型。平台覆盖推理、微调(LoRA / QLoRA、RLHF、量化感知训练)、智能体编排,以及 BYOC、VPC、本地化与主权云专属部署,提供 5 秒级跨云故障切换、多可用区高可用、99.9% SLA,并满足金融、政务、医疗等行业的区域内合规要求。

English summary

AI middleware MaaS and compute-orchestration hub aggregating GPUs and open-source models across AWS, Azure, GCP, Oracle, IBM, Alibaba, Tencent and JD Cloud — one OpenAI-compatible, deeply compliant API with intelligent routing, caching and batching delivering 20–40% cost savings vs. direct providers. WAIO-certified.

SmarTokenX is more than an API aggregator — it operates as an AI middleware MaaS and compute-orchestration layer that sits between enterprise applications and the world's leading clouds and foundation models. Smart routing, semantic caching and request batching distribute live traffic across AWS, Azure, GCP, Oracle, IBM, Alibaba, Tencent and JD Cloud, exposing every model behind one OpenAI-compatible API. The platform spans inference, fine-tuning (LoRA / QLoRA, RLHF, QAT), agent orchestration and dedicated deployment (BYOC, VPC, on-prem, sovereign cloud), with 5-second cross-cloud failover, multi-AZ HA, 99.9% SLA and in-region data handling for finance, government and healthcare.

Key Facts · 关键要点
Cost vs. direct providers
20–40% lower
Cloud providers aggregated
AWS · Azure · GCP · Oracle · IBM · Alibaba · Tencent · JD
Cross-cloud failover
≤ 5 seconds
Availability SLA
99.9% (multi-AZ HA)
API compatibility
OpenAI-compatible · drop-in base_url + api_key
Certification
Certified member, World AI Organization (WAIO)
Business Segments · 业务板块
01

Model API

模型 API

Plug-and-play LLM APIs covering language, speech, image and video — every model behind one OpenAI-compatible, pay-per-token endpoint. Library includes DeepSeek V3.2 / V4, GLM-4.6 / 5.1, Qwen3, Kimi K2, MiniMax M2, Doubao, Hunyuan, Yi and Baichuan.

02

Fine-tuning

模型微调

Customize any open model on your private data with LoRA / QLoRA, RLHF and quantization-aware training — fully in-region; push tuned models to the same serverless endpoint with one click.

03

Enterprise Deployment

企业级部署

Dedicated VPC, BYOC, on-prem and sovereign-cloud / air-gapped options built for finance, government and regulated industries — supports multi-cloud and domestic sovereign clouds.

04

Agent Orchestration

智能体编排

Multi-step reasoning, OpenAI-compatible function calling, tool orchestration and long-running task scheduling — compatible with major agent frameworks (e.g. 8-hour autonomous agents on GLM-5.1).

05

Compute Scheduling

算力调度

Smart routing engine distributes live traffic across AWS / Azure / GCP / Oracle / IBM / Alibaba / Tencent / JD with 5-second failover, multi-AZ HA and 99.9% SLA.

06

Industry Solutions

行业方案

Pre-built scenarios for finance (millisecond fraud detection, automated research), healthcare (EMR structuring, evidence-based clinical recommendations) and education / public sector — all on compliant infrastructure.

Visit websitesmartokenx.com