ARKE LLM: enterprise intelligence on your own infrastructure
Open-source language models run on your organization's GPUs: zero data transfer, unlimited tokens, predictable fixed cost. Even your most sensitive data turns into AI without a single byte leaving your data center.
Every model in one interface, every query on the right model
Arketic never locks you into a single model. Cloud models like Claude, OpenAI and Gemini live side by side with open-source models on your own hardware; the LLM router directs every query based on confidentiality, cost and speed.
LLM router: sensitive workloads stay in, general queries go out
The router inspects each query against the data-classification rules you define: requests containing customer data, financial records or personal data never leave — they are processed on ARKE LLM. General knowledge questions go to the most economical cloud model.
- One API, one interface: your assistants and flows stay the same even when the model changes
- Rule-based routing: define policies by department, data class and cost limit
- No vendor lock-in: when a new model ships, adopt it with a single configuration change
- Domain fine-tuning: ARKE models learn your organization's terminology in regular cycles
Enterprise-grade hardware, production-grade inference
ARKE LLM is not a lab experiment — it's production infrastructure: the latest GPUs, enterprise servers and a high-throughput inference engine, in your data center or in a hybrid setup.
NVIDIA H200 GPU
The latest GPU class built for enterprise AI: large models run on a single node with long context windows.
xFusion Servers
Enterprise rack servers for high-density GPU hosting: redundant power, remote management and data-center standards.
vLLM Inference Engine
The production standard of the open-source world: many times more concurrent users per GPU, low latency, efficient memory.
Hybrid Cloud
On-premise, private cloud on Arketic's H200 infrastructure, or a mix of both — the LLM router works the same regardless. Air-gapped (fully isolated) environments are supported: no internet connection is needed during inference.
A fixed GPU cost instead of a compounding token bill
With token-based cloud APIs, the bill compounds unpredictably as usage grows: every new assistant, every new department is a new cost line. ARKE LLM flips the equation — infrastructure cost is fixed and usage is unlimited. The more you scale AI, the lower your unit cost.
- Budget planning becomes clear: monthly cost is independent of usage volume
- Unlimited tokens: no quotas, no rate limits, no surprise invoices
- In hybrid scenarios, the router automatically pulls expensive queries onto the internal model
The ease of cloud, the security of open source
Enterprises are stuck between two extremes today: cloud APIs that see your data, and raw open source that's heavy to operate. Arketic combines the strengths of both in one platform.
Swipe the table sideways →
| Criteria | ARKETICHybrid platform | Cloud AI API services | Raw Open Source Build and run it yourself |
|---|---|---|---|
| 100% Data Privacy | |||
| KVKK / GDPR Data Residency | |||
| Predictable Fixed Cost | token-based only | ||
| Enterprise Interface & Management | |||
| Customizable Agent Flows (RAG) | limited |
In short: the only solution that delivers open-source security and cloud ease of use on a single platform.
Your data stays with you. Always.
With ARKE LLM, privacy isn't a setting — it's a physical fact: because the model runs on your hardware, there is simply no path for data to leave. The audit requirements of regulated industries are engineered into the architecture from day one.
- 100% data privacy Zero data transfer: nothing leaves your data center — requests, responses or logs. In an air-gapped deployment, not even an internet connection is required.
- KVKK, GDPR and BDDK requirements Data localization is physical: data is processed in Turkey, on your servers. On-site processing requirements of regulated sectors like finance are met by design.
- Complete audit trail Every query, every model decision and every router action is logged immutably; internal audit and regulator reports are one click away.
- A transparent model, not a black box You decide which model and which version runs; there are no silent updates. Updates and patches arrive as packages, applied entirely on the organization's schedule. Versioning and rollback are always at hand.
Common questions about ARKE LLM
The questions technical teams ask most during evaluation. Request a demo for a detailed architecture session.
Current open-source model families such as Llama, Qwen and Mistral are supported directly on vLLM. On top of these, Arketic adds ARKE models fine-tuned with your industry's terminology (legal, finance, manufacturing and more). They all expose the same OpenAI-compatible API — your assistants and agents never need to know which model is running.
No — there are three options: we install an H200-based cluster in your own data center; you use an isolated private cloud reserved for you on Arketic's xFusion + H200 infrastructure; or you start with a hybrid model combining both. In every scenario the cost is fixed, and you can start the PoC without any hardware investment.
Yes. A single policy in the LLM router pins all traffic to the internal model; in an air-gapped deployment there is physically no outbound path anyway. Many customers start hybrid, move sensitive departments (finance, legal, HR) to 100% internal models and leave general queries in the cloud — the decision is entirely yours and can be changed at any time.
Unlike cloud APIs, nothing changes without notice: new model versions are evaluated in a test environment first, promoted to production only when you approve, and rolled back with a single command if needed. Company-specific fine-tuning cycles run at regular intervals, entirely inside your environment with your data — the model learns alongside your organization, and the data still never leaves.
See your own model on your own infrastructure
Watch ARKE LLM live in a 30-minute technical demo: walk through model deployment, router policies and your cost scenarios together with our engineers.