We design, build and operate on-premise AI: AI servers, RAG over your internal documents, agents and process orchestration. Your data never leaves your perimeter.
CZK 100 to try · no card · then pay only for what you use
- on-premise
- data stays in your network
- pilot
- typically in 4–6 weeks
- up to 10–100×
- lower cost per query1
Your people keep using ChatGPT, Claude and Gemini. Company know-how stays inside.
A security layer between your people and frontier models. It removes personal data, trade secrets and access keys before a prompt leaves your network.
- PII redaction
- Detects personal data, secrets and credentials in every prompt.
- On-premise proxy
- Runs in your network or an EU cloud. You decide where data goes and what AI costs per team and month.
- Audit and policies
- Who used AI, when and with what data. Evidence for GDPR, NIS2 and the AI Act.
AI for doctors, clinics and hospitals. Saves time. The doctor decides.
Modules for pharmacy, medicine, hospitals, search and documentation. MedBrain prepares background material and draft texts; a doctor reviews and approves every output.
Research and knowledge
Fast look-ups in the literature, SmPCs and guidelines, always with the source cited.Smart documentation
Draft hospitalisation summaries and discharge reports for the doctor to verify.Patient communication
Clear texts and instructions that the doctor checks before handing them over.
MedBrain is not intended for diagnosis or for choosing treatment. Responsibility for clinical decisions always rests with the doctor.
Collaboration with the Faculty of Pharmacy, Charles University, Hradec Králové.
Connected to the hospital information system, no copying between windows.
Czech Association of Medical Device Manufacturers and Suppliers.
From the AI chip to the business process. The whole stack runs on your premises.
- L3
Applications and integrations
Next.js · API gateway · connectors to CRM, ERP and DMS · RBAC - L2
Custom Python pipelines
RAG · extraction · classification · summarisation · vector DB - L1
Open-source models
Llama · Mistral · Qwen · vLLM · Ollama - L0
AI hardware: NVIDIA DGX Spark
Grace Blackwell GB10 · 128 GB unified memory · local inference
$ futugen status ● futugen-ai-server running · self-hosted ● hw: nvidia dgx spark gb10 · 128 GB unified ● llm: llama · mistral · qwen local ● process-orchestrator 8 workflows active ● vector-db + postgres data stays on-prem ● data residency on-prem · 0 egress
Everything revolves around your data. And your processes.
We need a chatbot over our internal documents, but the data must not go to the cloud.
An on-premise RAG server. The data stays with you.
Our approval process has seven steps. We want to automate part of it.
BPMN orchestration with an AI agent at every step.
We process thousands of documents a month and extraction takes far too long.
A custom pipeline that extracts them automatically.
Our IT won’t approve cloud AI for security reasons.
The whole stack on your servers or in a private cloud.
- 1 · week 0
Environment and AI audit
Security gaps, savings, hardware and existing systems. - 2 · typically 4–6 weeks
Pilot
A working proof of concept on one use case. - 3
Production
Scaling, integration into processes, monitoring. - 4
Support
Ongoing model optimisation based on real usage.
One partner from idea to operation. And a whole ecosystem around it.
A lean senior team from Czechia. Strategy, development, deployment and operations under one roof: one team, one invoice.
AI Gateway
Secure ChatGPT for business.AI Server
A dedicated server on a 12-month contract.MedBrain
AI modules for healthcare.FutuGen Voice
Audio and meeting transcription with an editor and exports.FutuGen Router
A gateway between the hospital information system and language models.Agents and orchestration
AI as a step in your business processes.Free technical consultation
We’ll show you how FutuGen would work in your environment. Free of charge, no obligation.
The AI startup that ships fast and cost-effective with high quality.
We are a lean, senior team obsessed with shipping. While others sell roadmaps and PowerPoints, we go from kickoff to running production AI in weeks — using state-of-the-art open models, our own battle-tested stack and a startup mindset that big agencies simply can’t match.
- 01
A pilot in a few weeks
You usually get a first working version within 4–6 weeks. We start with your data and processes, not with a long analysis phase.
- 02
Fair pricing
No agency mark-up and no middlemen. We build on open source, so you’re not tied to a single vendor and running costs stay lower.
- 03
Proven technology
We use current models such as Llama, Mistral or Qwen and build them for real-world use, with monitoring and a record of every request. Experienced engineers do the work.
- 04
One partner from idea to operation
We handle design, development, deployment and ongoing operation ourselves. You have one contact and one invoice.
- 4–6
- weeks to pilot
- 20+
- years of senior expertise
- 100%
- open-source · no lock-in
- 2005
- founded · Czech Republic
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