AI tools & private LLM setup for secure, contained intelligence
Deploy powerful AI models, private document workspaces and automated agent workflows on your own VPS or cloud perimeter — without leaking company data to public training APIs.
Your own AI stack, configured by systems engineers
Off-the-shelf AI tools often mean sending sensitive contracts, financials and customer data to third-party servers with escalating per-seat costs. We deploy proven open-source AI runtimes and agent platforms directly onto infrastructure you own and control.
From local LLM inference with Ollama to multi-user RAG workspaces in AnythingLLM and scoped OpenClaw agents, we handle hardware sizing, Docker orchestration, role-based access, and human-in-the-loop safety gates.
- 100% private hosting on your own VPS or GPU server
- Strict API spend caps and least-privilege agent permissions
- Connected to your internal documents, ERP and CRM
Practical AI without data-leakage risk
Complete data sovereignty
Prompts, embeddings and business documents stay inside your private network and never train external models.
Zero per-seat AI tax
Add your entire team to AnythingLLM workspaces without paying $30–$60 per user every month.
Human-in-the-loop safety
Agents can read, classify and stage drafts while requiring human approval before committing live records.
Production-ready from day one
Delivered with TLS encryption, authentication, backup routines and team onboarding.
AI Tools & Private Models
Setting up private AI models, knowledge bases & agent workflows
We install, harden, and configure local LLMs, document intelligence workspaces, and autonomous agent frameworks directly on your dedicated VPS or cloud perimeter — with strict spending caps, role-based access, and zero third-party model training.
Ollama
Dedicated VPS / GPU Server
Private local LLM runtime (Llama, Qwen, Mistral, DeepSeek)
OpenClaw
Sandboxed Worker Container
Contained autonomous agent framework with least-privilege tool access
AnythingLLM
Self-Hosted Docker Stack
Private document chat, RAG vector workspace & multi-user knowledge hub
n8n
Private Cloud Instance
AI workflow automation, webhook triggers & multi-step model routing
What we install and configure
End-to-end deployment of your private AI stack.
Local LLM runtime (Ollama)
Installation and tuning of Llama, Qwen, DeepSeek or Mistral models matched to your CPU/GPU hardware.
Private RAG knowledge base (AnythingLLM)
Vector database setup, document ingestion pipelines and departmental workspaces for querying internal SOPs and PDFs.
Scoped AI agents (OpenClaw & n8n)
Contained agent workflows for invoice OCR, support triage and report generation with deterministic validation.
What to expect from ai tools & private llm setup
Do we need expensive GPU servers?
Not always. Many document, triage and lightweight inference workloads run cost-effectively on modern CPU/vGPU VPS instances, or we can wire hybrid local + capped API routing.
Can the AI access our ERP or Nextcloud files?
Yes, through scoped, read-only or staging-only connectors that we configure specifically for your workflows.
Let's talk about your ai tools & private llm setup needs
Tell us what you need and an engineer will respond. You'll leave with a clear next step, whether or not we work together.
Request a service