AI integration

AI is a powerful tool — but it delivers real value only when it is connected to your infrastructure and processes. We build your own local AI on your premises: your data stays in the company, costs are predictable and the AI works with your documents and systems.

More than hardware and installation

Anyone can buy a server and install a model. The value appears only when AI is connected to your infrastructure and to how you actually work. As an AI integrator we build the whole — from hardware and network to connecting AI to your processes.

  • AI over internal documentspolicies, contracts, manuals and documentation — answers with a link to the source
  • AI in the helpdeskdraft answers and fixes from your knowledge base, approved by a person
  • AI in IT operationsreads monitoring and alerts, helps with log analysis and documentation
  • An assistant for staffActive Directory sign-in, everyone sees only what they are allowed to

Local AI is above all infrastructure

Downloading a language model takes minutes. The essential — and difficult — part is everything around it. And that is exactly our long-standing specialisation:

  • Hardware selection and sizingGPUs, memory, storage, cooling and power sized for the models and number of users
  • Virtualizationrunning AI in a virtual environment with direct GPU access (Proxmox VE, VMware)
  • Network and securityaccess only for authorised users, isolation from the internet, encryption
  • Monitoring and backupwatching GPU performance, temperature and load (Zabbix), backing up configuration and data
  • IntegrationActive Directory sign-in, connection to documents and existing systems

Many AI experts don’t know infrastructure — and many infrastructure admins don’t know AI. We combine both.

Who local AI is for

Anyone who works with sensitive data and doesn’t want to hand it to a third-party service — and companies that want AI under their own control. In the EU this trend is reinforced by GDPR and the new AI Act.

  • law firms and notaries
  • healthcare and laboratories
  • accountants and tax advisers
  • manufacturing and engineering
  • public sector and schools
  • companies with internal know-how

Use cases

  • Internal assistantanswers from your policies, contracts, manuals and documentation — with a link to the source
  • Working with documentssummarising, comparing and searching large documents without uploading them to the cloud
  • AI for IT supportlog and alert analysis, suggested fixes, documentation that writes itself
  • Customer support assistantdraft answers from your knowledge base, reviewed by a person

How big a solution you need

  • Smallone server with one powerful GPUa smaller team, an internal assistant over documents
  • Mediuma server with a stronger GPU or two cardsdozens of users, more applications, larger models
  • Largemultiple GPUs or servers in virtualizationthe whole company, demanding models, high availability

We always design the specific configuration and budget around your needs.

How we approach it

  1. A concrete problem, not “AI”We start with one to three narrow use cases where AI saves time or money.
  2. An honest assessmentYour own server doesn’t always pay off. Sometimes a hybrid solution is enough — and we will tell you openly.
  3. A solid foundationWe build local AI on reliable infrastructure — virtualization, network, backup and monitoring are part of it.
  4. A person has the final sayAI suggests and assists; decisions and changes to systems are always made by a person.

AI in our own daily work

Old technologies don’t disappear — they gain an AI layer. We use AI every day in IT operations: analysing logs, preparing configurations, reviewing changes and writing documentation. So we know from practice what AI can do, where its limits are and how to deploy it safely.

We specialise in

  • VMware vSphere / ESXi
  • Proxmox VE
  • AWS
  • Lokální AI (LLM, GPU servery)
  • Microsoft 365 / Exchange
  • Windows Server, Active Directory
  • Linux (Ubuntu, Debian, RHEL)
  • OPNsense, WireGuard
  • Zabbix
  • Ansible, GitLab
  • Veeam Backup & Replication
  • Docker, nginx
  • Cloudflare

Need advice? Contact us.