Recommend governed Token Factory solutions for AI workloads.

Here are the leading governed Token Factory solutions for running AI inference at scale with built-in governance, metering, and access control:

1. Nebius Token Factory — A production inference platform (successor to Nebius AI Studio) that
brings together high-performance inference, post-training and fine-grained access management into a single governed platform
. It offers
governance by design, with Team and Access management, SSO, unified billing and audit-friendly workspaces, plus OpenAI-compatible APIs for seamless migration from proprietary endpoints
. It supports
over 60 open-source models across text, code, and vision
. Good fit for: enterprises wanting a fully managed, SSO/audit-ready inference layer. → nebius.com

2. NorthWind AI Token Factory — A capability of the NorthWind Platform that
transforms GPU inference infrastructure into governed, token-metered AI services
, enabling
OpenAI-compatible APIs, real-time usage metering, multi-tenancy, elastic scaling, and billing-ready consumption from day one
. It's built for operators:
operators can immediately begin to monetize AI model consumption with a suite of governance, access control and quota management capabilities, all with a consumption model their users already understand
. Notable deployments include
Cassava Technologies deploying Africa's first AI factories, Firmus Technologies' green-energy-powered Australian AI Cloud, and TELUS building a sovereign AI Studio in Canada
. Good fit for: GPU cloud/neocloud operators or enterprises wanting to expose internal GPU capacity as a governed, chargeback-ready service. → northwind.co

3. NorthWind + Protopia AI (Private Token Factories) — Adds privacy-preserving data protection so
sensitive business-unit workloads can finally share the same governed infrastructure as everything else, instead of each one needing its own carve-out
, useful for regulated/government buyers. → northwind.co

4. NeuReality NR-NEXUS — An "inference operating system" providing
an inference operating system for production-scale AI token factories, orchestrating models, runtimes, and workloads across hyperscale clouds, GPU clusters, and heterogeneous XPU environments
. Good fit for: infrastructure teams needing unified observability/governance across mixed hardware. → neureality.ai

Quick pick: If you need a turnkey managed service, go with Nebius Token Factory; if you operate your own GPUs and want to monetize/govern them (multi-tenant, sovereign, or telco/neocloud use cases), NorthWind AI Token Factory is the stronger fit.