Independent model & deployment advisory

Choose the right AI model — and the right place to run it.

KUOS helps you compare leading cloud, European and open-source models, then choose the right deployment: provider API, trusted EU cloud, your existing server, AI PC or dedicated GPU system. We do not sell an API; we make the decision practical.

Your decision boundary

Use case, data & compliance
Model & provider comparison
Deployment & operating plan

Cloud, EU-hosted or local: choose deliberately, then prove the fit.

Independent model advisory

Choose the model, provider and deployment that fit the job.

KUOS is not an API provider. We compare options independently and design the right mix of cloud, EU-hosted and local inference for your workload, data boundary and budget.

Frontier cloud models

OpenAIAnthropic ClaudeGoogle GeminiGroq

Open and Asian model ecosystems

KimiMiniMaxZhipu AIMistralLlamaQwen

European & trusted cloud platforms

Mistral La PlateformeOVHcloudScalewayHetznerIONOSAzure EUAWS EU

Local serving & hardware

OllamavLLMNVIDIA DGX SparkAI PC

What local models actually do for the business

No benchmark bingo — these are production workloads running on KUOS today, each portable to your own infrastructure.

Document intelligence

Invoices, quotes and contracts parsed into structured data and pushed through approval flows — the workload behind our ERP quote-to-cash pipeline.

In production: the KUOS platform

Private knowledge assistants

Clinic- and course-specific assistants grounded in your own documents, with human review of anything beyond routine answers.

In production: aicm.dk

Multilingual content

Research, articles and course lessons drafted in six languages by agent crews — always gated by human approval before publishing.

In production: eucm.dk

Agent orchestration

Small models as specialists, routed per task and per budget — 24 agents across 9 departments sharing one inference gateway.

In production: the KUOS platform

Right-sized hardware for every workload

Three deployment tiers. You start where your data and budget are, and scale only when the workload demands it.

KUOS Gateway

1–3B models · edge & field sites

Classification, routing and de-sanitization at the source — on industrial gateways, routers or ARM boxes with zero cloud dependency.

KUOS Pack A

7–14B models · a team's private AI

RAG assistants, document automation and internal copilots for a department or clinic — fits a single office-grade GPU node.

KUOS Pack B

30B+ MoE models · department-grade reasoning

Deep analysis, agent crews and audit-grade SQL over your full knowledge base — for organisations that need flagship reasoning on-premise.

The exact model line-up is selected per engagement and refreshed as open models improve — capability tiers, not shelf-ware spec sheets.

Provider-neutral

Recommendations are based on workload fit, not a model resale target.

Cloud → EU → local

Choose the right data boundary and operating model for each workload.

Hardware-first

Start with the AI PC, GPU server and network capacity you already have.

See what your data could do without leaving home

Book a free AI Readiness Call. We map your highest-impact workload and show which tier — Gateway, Pack A or Pack B — fits it.

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KUOS Model Advisory — Choose AI That Fits