One runtime underneath. Your stack on top.
Whoever you build for, ARK is the same platform: open-weight models behind standard APIs, running where your rules say they must. Start from the page closest to you.
Regulated industries.
Open-weight models inside your own perimeter with ARK Core, or on ARK Cloud in the EU while you prototype.
Banking
KYC extraction, complaint triage and call summaries inside the bank, with an exit plan you control.
BankingInsurance
Claims intake, policy questions and underwriting files on open-weight models, inside your own perimeter.
InsurancePublic sector
Citizen services in national languages, on open models you can inspect and infrastructure you control.
Public sectorHealthcare
Transcription and documentation on the hospital's own GPUs, so patient data stays in the hospital.
HealthcareOperators and platform teams.
A European inference API, under your brand
Offer the APIs developers already use, from your own regions, licensed per GPU with ARK Core.
Sovereign cloud operatorsNeocloudsSell inference, not GPU hours
Turn a mixed GPU fleet into an OpenAI- and Anthropic-compatible token service, licensed per GPU with ARK Core.
NeocloudsSelf-hosted teamsOwn the runtime and the cost curve
An internal AI platform on your NVIDIA GPUs, licensed per GPU, with throughput that grows as more teams use it.
Self-hosted teamsWhat people build.
Document understanding
Read scans, forms and screenshots with the vision models and return structured JSON.
Retrieval over your knowledge
Multilingual embeddings with bge-m3 and long-context answers from the Qwen models.
Agents with tools
Tool calling and stateful sessions for multi-step work. See integrations.
Speech to text
Calls, meetings and dictation transcribed with Whisper, with subtitles.
Polish-language AI
Bielik, built in Poland, for Polish text, next to multilingual Qwen models.
Coding assistants
Code models such as Qwen3-Coder and Devstral on your own GPUs.
Not sure where you fit?
Tell us what you are building. We will point you to the right start.