IT Consulting & AI Engineering

Systems
Built to
Last.

Infrastructure, automation, and private AI deployments — designed hands-on, without the agency overhead. From bare metal to intelligent workflows.

t2it-system-init
Services

We do the whole stack

No referrals, no subcontracting. One point of contact from first brief to live system.

01 — CONSULTING

IT Strategy & Architecture

Audit of your current environment, gap analysis, and a clear technical roadmap. Decisions grounded in what you actually need, not what's trendy.

Architecture Review
02 — AI

Private AI Systems

Self-hosted language models, RAG pipelines, and AI-assisted tooling — entirely on your infrastructure, with zero data leaving your network.

Local LLM
03 — INFRA

Infrastructure & Cloud

Servers, virtualisation, containers, cloud migration. Hybrid setups that scale without surprise bills or opaque dependencies.

Hybrid Cloud
04 — AUTOMATION

DevOps & Automation

CI/CD pipelines, IaC, monitoring, and AI-augmented ops. Cut the repetitive work so your team focuses on things that matter.

IaC / CI-CD
05 — SECURITY

Hardening & Compliance

Zero-trust network design, access policy, encryption at rest and in transit. Especially relevant when private AI carries sensitive workloads.

Zero Trust
06 — NETWORK

Network & Connectivity

Enterprise LAN/WAN, SD-WAN, VPN, multi-site setups. Reliable connectivity as the foundation everything else runs on.

SD-WAN / VPN
local-ai-stack // deployment diagram ● ACTIVE
User / App
──────>
API Gateway
──────>
LLM Engine
All traffic stays within your subnet — no external calls
Document Store
──>
Embeddings
──>
Vector DB
──>
RAG
Retrieval-augmented generation on your own documents
Auth / LDAP
──>
Role Policy
──>
Audit Log
Access control and full audit trail out of the box
0 ms
Cloud RTT
100%
Data Ownership
Air-gap
Capable
Local AI

AI inside
your walls.

Cloud AI is convenient — until it isn't. Sensitive documents, customer data, internal processes: none of that should travel to a third-party server. We build local AI stacks that give you everything a hosted solution offers, without the compliance exposure.

That means choosing the right open model for your hardware, configuring retrieval over your own data, wiring up the interfaces your team will actually use, and handing you full operational control.

Ollama vLLM Open-WebUI LM Studio Llama 3 Mistral Phi-3 LangChain ChromaDB Qdrant GPU Cluster CUDA
Process

How we work

Direct, documented, no black-box phases.

Discovery

We map your current environment, constraints, and goals — no assumptions, no templates. The brief determines the architecture.

Blueprint

A written technical specification you approve before implementation begins. What gets built, how, and why — documented upfront.

Build

Hands-on implementation: infrastructure provisioned, systems integrated, AI deployed. Tested against real-world conditions, not staging assumptions.

Handover

Full runbooks, access credentials, and a working session for your team. You own it completely — continued support is optional, not mandatory.

About

One person.
Full ownership.

t2it is a lean, independent operation. That's intentional. When you engage with us, the people you talk to in the first call are the same ones who design the architecture, write the config files, and show up when something breaks.

We cover the full IT stack because real problems don't respect service categories. A proper AI deployment needs the right hardware, the right network topology, the right access model, and the right tooling — handled by people who understand how each layer affects the others.

Our current focus areas are private AI infrastructure and IT modernisation for organisations where control and data sovereignty matter.

Linux Windows Server VMware / Proxmox Docker Kubernetes Ansible Terraform Networking Python Bash AI / LLM Security
t2it.org v1.0

Why "t2it"?
The name is a shorthand for the core promise: taking any IT challenge — straight through to a working solution. No detours, no layers.

Who is this for?
SMEs modernising outdated infrastructure. Organisations that need AI capabilities but can't send their data to a cloud provider. Teams burned by agencies that sold strategy and disappeared before delivery.

What makes it different?
Consulting-level thinking combined with hands-on delivery — no upselling, no bloated projects. Scope that matches what you actually need.

Contact

Start with a conversation.

Describe your situation — infrastructure, AI, or both. No pitch, no proposal before we've actually talked.

t2it.org — reach out
Domain t2it.org
Scope IT Consulting, Infrastructure, Private AI
Response Fast turnaround
↗ Send a Message