Managed AI Inference · Powered by NVIDIA Blackwell B200 & B300

Meet NeoCloudz Token Factory.
Production Model Serving Without GPU Operations.

Token Factory provides managed AI inference; AI Factory as a Service provides managed infrastructure.

Pre-Loaded Models:Nemotron 3 UltraGLM-5.3 FlashQwen3.8Gemma 3Kimi-VLCustom LoRA Checkpoints
Hardware Engine
Blackwell B200 & B300

Direct bare-metal compute with 5th-gen Tensor Cores and FP8 / FP4 precision runtimes.

Latency Profile
Sub-Millisecond TTFT

Up to 8 TB/s HBM3e bandwidth and optimized speculative decoding for responsive token streams.

API Integration
OpenAI Compatible

Drop-in replacement for OpenAI endpoints with full streaming SSE and tool-calling support.

Data Security
Zero Data Retention

Single-tenant private isolation, dedicated ingress controls, and U.S. Tier III hosting.

Product Overview

Bring Your AI to Production.
We Handle the Inference.

Token Factory turns leading open models into managed inference APIs, helping you launch faster, deliver responsive AI experiences, and control inference costs while we manage the infrastructure.

Build More. Manage Less.

Connect your application through an OpenAI-compatible API. We handle model serving and GPU operations so your engineers can focus on building features customers need.

Keep Your Applications Responsive.

Power assistants, agents, and interactive applications with inference optimized for fast responses and streaming output.

Make Every Token Count.

Choose a model that fits your workload, quality requirements, and budget. Match capability to the task and understand inference costs as usage grows.

Pre-Loaded Architectures

Premier Foundation Models.
Zero Infrastructure Overhead.

Deploy and serve state-of-the-art open models with turnkey OpenAI-compatible API endpoints, guaranteed throughput, and sub-100ms first token latencies on dedicated Blackwell clusters.

6models

Nemotron 3 Ultra 550B

by NVIDIA
256K context160 ms latencyquality 9.4
ReasoningflagshipNVIDIA Open Model

GLM-5.3 Flash

by zai-org
1M context120 ms latencyquality 8.7
Low latencyMIT

Qwen3.8 27B

by Qwen
256K context140 ms latencyquality 8.6
General purposeopen weightsApache 2.0

Nemotron 3.5 Lightning 30B

by NVIDIA
1M context80 ms latencyquality 8.6
Mixture of expertsNVIDIA Open Model

Gemma 3 1B IT

by Google
32K context40 ms latencyquality 7.5
Smallhigh throughputGemma Terms

Kimi-VL-A3B-Thinking

by Moonshot AI

Moonshot AI's vision-language "Thinking" model (image + text in, text out), 131K context.

128K context91 ms latency
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Access Options

Tailored Access for Every Stage of Growth

Choose flexible serverless token consumption for immediate prototyping, or reserve dedicated single-tenant clusters for sustained enterprise throughput.

Pilot Allocation Scope

Dedicated Endpoints

Single-tenant, physically isolated GPU nodes reserved exclusively for your workload. Maximum data privacy, guaranteed throughput, and custom model weights.

  • Dedicated NVIDIA Blackwell B200 & B300 GPU compute pods
  • Support for Nemotron, GLM, Qwen, Gemma, Kimi & custom fine-tunes
  • Dedicated single-tenant network isolation & IP allowlisting
  • Strict enterprise latency & uptime SLAs
Reserve Dedicated Endpoint Pilot
Confirmed Early-Access Scope
  • • Serverless token serving for Nemotron, GLM-5.3, Qwen3.8, Gemma 3, and Kimi-VL
  • • Dedicated Blackwell B200 & B300 pods for custom fine-tunes & LoRA adapters
  • • OpenAI-compatible REST API integration with streaming SSE tokens
  • • Strict zero data retention & U.S. Tier III certified facility hosting
Planned Post-Early Access Features
  • • Multi-region global edge token routing and KV cache distribution
  • • One-click model distillation and automatic quantization pipeline
  • • Self-serve token consumption analytics and team budget centers
  • • Automated multi-cloud fallback routing with custom SLA policies
Why NeoCloudz

Workload Optimization Through Full-Stack Control

Unlike generic API wrappers or cloud resellers, NeoCloudz owns and engineers the physical compute, memory, storage, and networking layers for maximum inference throughput.

GPU Compute Control

Direct, unvirtualized access to NVIDIA Blackwell B200 and B300 accelerators featuring 5th-gen Tensor Cores and FP8/FP4 micro-scaling engines.

Ultra-Fast Memory (HBM3e)

Up to 8 TB/s per GPU memory bandwidth accelerates memory-bound attention operations, massive context window ingestion, and concurrent KV cache lookups.

High-Throughput Storage

Ultra-low-latency parallel NVMe storage fabric enables instant weight hydration, fast checkpoint switching, and sustained RAG context pre-loading.

900 GB/s NVLink & Networking

900 GB/s NVLink 4.0 interconnects paired with 400 Gb/s InfiniBand RDMA networking eliminate inter-GPU communication latency during tensor-parallel serving.

Talk to Us
Production Use Cases

Engineered for Demanding AI Workloads

From low-latency interactive conversations to high-throughput autonomous agents, Token Factory delivers the consistency your users expect.

AI Assistants & Chat

Deliver fluid conversational interfaces with sub-100ms first token latency, high concurrency, and zero jitter during peak hours.

Enterprise Knowledge & RAG

Query massive vector stores and proprietary context windows with fast parallel prefill and strict enterprise zero data retention.

Coding Copilots & Dev Tools

Support high-output token streams for code generation, live completions, syntax analysis, and CI/CD automated review bots.

Autonomous Agent Systems

Execute recursive reasoning cycles, tool-calling chains, and multi-agent coordination without rate limit throttling or slow queueing.

Onboarding Roadmap

Simple, High-Touch Early-Access Process

We collaborate directly with your engineering team to ensure rapid integration, performance tuning, and capacity reservation.

01

Submit Requirements

Tell us about your target models, expected request volume, latency requirements, and launch timeline.

02

Workload & Fit Discussion

Meet with our infrastructure architects to benchmark token performance and choose optimal runtime parameters.

03

Agree on Pilot Scope

Confirm token quotas or dedicated GPU node allocations, SLA commitments, and pilot pricing terms.

04

Receive Onboarding Details

Get API credentials, endpoint documentation, private Slack channel access, and start serving production requests.

FAQ

Frequently Asked Questions

Key technical and operational details regarding the NeoCloudz Token Factory early-access program.

Which foundation models are supported during early access?
Early access supports premier foundation models including Nemotron 3 Ultra (550B), GLM-5.3 Flash, Qwen3.8 (27B), Nemotron 3.5 Lightning, Gemma 3, and Kimi-VL-A3B. Dedicated endpoints also support custom fine-tuned checkpoints, LoRA adapters, and proprietary architectures.
Get Started Today

Ready to Accelerate Your AI Inference?

Request early access to Token Factory. Deploy premier foundation models and dedicated inference endpoints in minutes.