ARK is the inference runtime for businesses that need full control of what their AI produces. It drops into the stack you already run and reaches you through the partner you already buy from — SI, neocloud, or your own sovereign cloud. Nothing new to learn.
ARK's architecture is universal — your commercial path isn't. Pick the motion that matches how your organisation buys, runs, and owns its AI stack.
You operate inside a compliance perimeter. You need inference that lands behind that perimeter, not through a foreign API. Sold through integrators you already trust.
You sell GPUs. Your buyers want a platform, not raw compute. ARK turns your fleet into a multi-tenant, OpenAI-compatible inference product — any GPU generation, any vendor, no NVLink required.
You operate the sovereign alternative to hyperscalers. Your regulated clients ask for AI, but the credible options are all foreign. ARK gives you a fully-sovereign inference layer you can run, brand, and resell.
Your team runs its own infrastructure. ARK shards across your mixed CPU + GPU fleet and turns it into a production-grade inference cluster — no MLOps overhaul, no new observability stack, no vendor telemetry. Drop it in and start serving in hours.
Regulated industries don't buy horizontal tech — they buy a deployment pattern that already speaks their regulator's language. Four deployment patterns, each mapped to the regulation your auditors actually cite — banking, insurance, public sector, healthcare.
Session-level isolation. On-prem or sovereign cloud. DORA, MiCA, NIS2, PSD2 — ready.
Claims triage, underwriting copilots, fraud detection — inside your residency boundary. Solvency II, IDD, EU AI Act ready.
Air-gapped and built for regional data residency. Tax, judiciary, defence, critical-infrastructure workloads.
Patient data stays inside your hospital. Clinical scribing, radiology triage, trial-data extraction.
Whatever audience you belong to and whatever motion you buy through, the platform underneath is the same ARK runtime — production-grade, sovereign by design, built for agents.
That's deliberate. Enterprises want one architecture across their estate. Partners want one platform to certify against. Regulators want one system to audit. ARK gives them all the same answer.
Data stays inside your borders. On-prem, private cloud, or air-gapped — no hyperscaler round-trips.
Any GPU generation, any vendor, any mix. Standard Ethernet. No NVLink, no InfiniBand, no refresh.
Stateful by default. KV context stays on the GPU across turns. No prefill tax on every call.
OpenAI v1 / Anthropic compatible. One base-URL change and existing code just works.
Tell us who you serve, what you're regulated by, and how you buy. We'll show you the deployment pattern — and who to build it with.