Private inference • Dedicated GPUs

Your hardware,
your data,
our know-how.

We deploy private AI on dedicated GPUs. Turnkey — from VMs or bare metal with raw GPUs. OpenAI/Anthropic-compatible APIs, best open-weight models, hardware-tuned vLLM. Squeeze every drop out of your hardware and deploy in seconds.

API
OpenAI /
Anthropic compat.
Deploy
Seconds,
not hours
Data
Never leaves
your server
claude
Younow
5 tools · 4.2s
localhost:8000/v1
Works with Claude Code • Cursor • OpenCodevLLM • hardware-tuned
Real work environments

Private AI
where your team works.

Data that never leaves the office, GPUs behind your VPN. No public IP, encrypted mesh — just where your team already works, EU/US, behind NAT.

EU • Milano / FrancoforteUS • su richiesta
Deployment modes

Two ways
to run private AI.

Same Ventic Agent, same API. Choose who owns the hardware.

BYOHtuo hardware
01
BYOH

Bring Your Own Hardware

You own the hardware. We provide the OpenAI/Anthropic-compatible APIs, optimized stack, and secure remote access.

  • VM or bare metal with raw GPUs
  • vLLM with hardware-specific tuning
  • Encrypted mesh — no public IP needed
  • Multi-user fair scheduling
Starts at€80/h + VAT
PaaSnoi gestiamo
02
PaaS

Platform as a Service

We provide everything — APIs + hardware from our catalog, invoiced by us. Best server, best price discovery.

  • Marketplace discovery (spot/dedicated, EU/US)
  • Instant SEPA purchase
  • Auto shutdown when idle — restart on request
  • All BYOH features included
Pricing50% of running cost /h /server
Why Ventic

Frontier APIs weren’t built for autonomous, mission-critical work.

The hidden costs of pay-per-token — and how private inference fixes them.

!Ufficio • outage

Frontier subscriptions

  • Narrow windows, few tokens. When the window ends, you stop — fatal for agents.
  • Outages at major providers. Your product goes dark with them.
  • Instability & poor transparency. Models change, results drift, low predictability.
Budget • pay-per-token

Pay-per-token traps

  • US frontier: high cost per token, unpredictable budgets.
  • Chinese models: data compliance risk — no Chinese servers, EU/US only.
  • By nature of LLMs, costs can explode — budgeting becomes guesswork.
Ventic • privata

Ventic — private inference

  • Your server, your data. Console or API — your call.
  • Share one machine across users, predictable windows, scheduled workloads.
  • Most optimized setup for whatever hardware is available — no tinkering.
  • Auto reschedule & restore after spot outages — always available.
  • No public IP, VPNs, or insecure configs — encrypted overlay mesh.
  • Built-in observability + policies per query/user.
  • Auto shutdown when idle, wake on request.
Context window
Limited & sharedPrivate & predictable
Budget
ExplodesFlat hourly
Data
Vendor serversYour server only
How it works

One agent.
Everything handled.

A proprietary agent runs on the server. It ensures the LLM works correctly and serves multiple users securely and fairly — no manual ops.

Lab • developer workspace
Ventic Agent — responsibilities
vLLM lifecycleFair schedulingMesh networkingObservabilityAuto-recoveryIdle shutdown
Architecture • encrypted overlay mesh
01 — Users & apps
Your team, agents, apps
OpenAI-compatible SDKs
JSPYcURL
MESH
02 — Overlay mesh
Encrypted tunnel
QUIC mesh overlay • zero VPN
→ reaches server even behind NAT / no public IP
03 — Your server
Dedicated GPU • Ventic Agent
vLLM + embedding + policies
vLLM • 94% GPU • 1.8k tok/s
Setup in seconds
  1. 1. Agent discovers hardware & model fit
  2. 2. Provisions vLLM with per-GPU tuning
  3. 3. Exposes /v1/* via mesh — no ingress rules
Resilience
Spot outage
Auto reschedule
Idle
Auto shutdown
Request
Wake on demand
Which models

The best open-weights
for coding and agents.

Three price/intelligence tiers. All served with hardware-tuned vLLM and embedding model. Swap anytime — same API.

Agentic • CodingTier 1 — Max intelligence

Qwen 3.8

Best for complex reasoning, long-horizon agents and deep code generation.

Context
128k
Throughput
~1.9k tok/s
Best for
Agents, coding
Open weightsvLLM tuned
Speed • ValueTier 2 — Balanced

DeepSeek v4 Flash 0731

Flash-optimized for high throughput and low latency. Excellent cost/performance.

Context
128k
Throughput
~3.2k tok/s
Best for
Production, chat
Open weightsvLLM tuned
Long contextTier 3 — Efficiency

Kimi K3

Ultra-long context specialist. Ideal for document-heavy and retrieval workloads.

Context
200k+
Throughput
~2.4k tok/s
Best for
RAG, docs
Open weightsvLLM tuned
+ Embedding model included & hardware-optimizedOpenAI-compatible • same endpoint for all models
What you get

Everything for
private production inference.

Compatible with your existing OpenAI SDKs — change the base URL, keep the code.
01

Fastest setup. Zero waste.

Automation provisions vLLM with model- and hardware-specific tuning (LLM + embedding). Saves time and hourly rental costs.

  • Per-GPU kernel & batch tuning
  • Continuous batching, paged KV
  • Quantization where it helps
02

Encrypted mesh — no public IP

Reach the server and LLM securely even if it’s not exposed to the internet. No VPNs, no static IPv4, no insecure configs.

  • QUIC mesh overlay
  • Works behind NAT / firewall
  • End-to-end encrypted
03

Observability that stays under control

Monitor GPU/CPU, OS stats, per-user token consumption in real time. Alerts via any transport you prefer.

  • GPU/CPU & OS dashboards
  • Per-user token accounting
  • Policy enforcement on queries
04

Account & key management

Panel for account creation and API key deployment, management and revocation. 2FA + external auth integration.

  • Create / rotate / revoke keys
  • 2FA enforced
  • SSO / external IdP optional
05PaaS only

Marketplace discovery (PaaS)

Find the best server at the best price — spot/dedicated, US/EU/datacenter filters. Instant SEPA purchase.

  • Spot & dedicated signals
  • Region & infra filters
  • One-click SEPA checkout
06PaaS only

Idle shutdown & wake (PaaS)

When nobody uses Ventic, it shuts down the instance and brings it back when a request arrives. Avoid major waste.

  • No idle burn
  • Wake on request
  • State restored automatically
Observability preview — built-inPer-user token accounting • real-time
GPU utilization — last 6hH100 • 94% avg
00:0003:0006:00
Token consumption — today
agent-prod
2.41M
alexp@team
0.84M
ci-bot
0.31M
Alerts → Slack / Email / WebhookPolicy: max 500k / day
Pricing

Predictable. Not per-token.

Flat hourly — budget with confidence. No surprise token bills, no data compliance trade-offs.

BYOHYou own hardware

Bring Your Own Hardware

€80/h + VATSpecialized consulting

One of our technicians — server & compatibility analysis (max 1h), inference stack setup, and Ventic Agent for remote access.

  • Server & compatibility analysis
  • vLLM setup with hardware tuning
  • Ventic Agent (mesh + observability)
  • Ongoing support
Talk to a technician
Max 1h analysis included • then €80/h on demand
PaaSWe provide hardware + APIs

Platform as a Service

50%of running cost /h /server

Hardware selected from our catalog and invoiced by us. Marketplace discovery at the best price — spot or dedicated, EU/US.

  • All BYOH features included
  • Best server discovery & SEPA purchase
  • Auto shutdown when idle, wake on request
  • No per-token billing — ever
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You pay half the server running cost /h — deployment in 1h (IT business hours) · wire transfer
Need a custom setup? Bare metal clusters, multi-GPU, or on-prem?Contact sales →