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Private AI Platform

Every company will run its own AI platform.

We host, configure, and integrate yours — a ChatGPT-style workspace wired into your internal systems, with sensitive data filtered out before it reaches any model provider.

Your team already uses AI — on their own phones, in browser tabs you can’t see, pasting whatever they need into whatever tool is open. The question is no longer whether your company runs on AI. It is whether it runs on a platform you control, connected to your systems, with your data staying yours. We build and operate that platform for you.

What a private AI platform is

It is a single AI workspace for your whole company — the ChatGPT experience your team already expects — but hosted under your name, governed by your rules, and connected to your business. Staff log in with your existing identity provider, chat with an assistant that actually knows your systems, and reuse shared prompts and history across teams.

We do not build this interface from scratch. We deploy proven open-source platforms — Open WebUI or LibreChat — configure them for your organisation, and put the engineering where it matters: the integrations underneath and the privacy layer in front. The chat assistant on this very site runs on the same stack.

LibreChat, an open-source ChatGPT-style workspace we deploy and operate
LibreChat — one of the open-source platforms we deploy, configure, and wire into your systems.

Connected to your systems, not a chatbot in a corner

A general chatbot answers trivia. A private platform answers your questions — “what’s the status of order 4471”, “draft the renewal email for this client”, “summarise last week’s support tickets” — because it can reach the systems that hold those answers. We wire the assistant in the way we do it every day, using the Model Context Protocol and clockwork, our own open-source Go MCP server.

MCP servers

Secure, structured, read- and write-side access to your tools and data. We ship MCP integrations for a living.

n8n workflows

Automations, approvals, and multi-step actions across CRM, billing, ticketing, and accounting.

Custom connectors

For the APIs and databases that don't have an off-the-shelf integration.

Sensitive data never reaches the model raw

This is the part most “private ChatGPT” setups skip. Even when the platform is yours, every prompt your staff type can carry customer names, credentials, or identifiers straight to a model provider. We put a privacy gateway in front of the models — using Microsoft Presidio — that detects and redacts sensitive data before the request leaves your boundary.

What happens to every prompt

  1. Staff prompt A question typed in your workspace
  2. Privacy gateway Presidio detects and redacts sensitive data
  3. Model Only the redacted request leaves your boundary

The redaction policy is configured per deployment: which entity types to catch (personal data, credentials, account numbers, whatever your domain requires), what to mask, and what to allow. It is inspectable — you can see exactly what the gateway is doing. Privacy here is an architecture, not a promise on a pricing page.

Two tiers: hosted frontier models, or full sovereignty

Most companies want the best models and a strong privacy posture. Some cannot let data leave their infrastructure at all. We serve both, and you can start on Standard and move workloads to Sovereign later.

Standard

Most SMBs

EU-region frontier model APIs behind the privacy gateway.

  • Anthropic, OpenAI, Mistral via EU-region APIs
  • Privacy through redaction + EU data residency
  • Runs on our EU infrastructure or your own cloud
  • Best model quality; signed DPAs

Sovereign

Self-hosted open-weight models — nothing leaves your infrastructure.

  • Open-weight models running entirely on your hardware
  • Nothing leaves the building
  • For regulated, confidentiality-critical sectors
  • Move workloads over from Standard when ready

What we host and operate for you

This is a managed service, not a one-off install we hand over and disappear from.

Deployment & EU hosting

Deployment and EU hosting, or setup inside your own cloud.

SSO & user management

Single sign-on and user management for your whole organisation.

The privacy gateway

The privacy gateway and its redaction policy, tuned to your data.

Model operations

Model routing, upgrades, and monitoring.

Reporting & support

Usage reporting and ongoing support.

How we engage

The same per-milestone, stop-anywhere model as every Techthos service.

  1. Discovery Free
    Your use cases, data boundaries, the systems to integrate, and which tier fits
  2. Platform Setup from €2,700
    Deployment, SSO, the privacy gateway with a tuned redaction policy, and your first integrations
  3. Managed operations from €200 / mo
    Hosting, monitoring, upgrades, model routing, and support

Model usage is billed per million tokens — €0.80 input, €3 output, €0.15 cache read — or runs on your own provider accounts. Prices shown are entry points; every engagement is quoted per SOW after the free Discovery.

Why we are credible here

The integration half of this offering is our daily work — MCP server development, n8n automation, custom backends — and the privacy half is an architecture we can show you, not a claim. Our own site assistant runs on this exact stack. Our engagement terms are built for EU procurement from the start: GDPR, DPAs, full sub-processor disclosure, and EU AI Act awareness. We host Praximos and built Taxisfox, a multi-tenant product in production for Greek businesses and their accountants — the same discipline we would apply to your platform.

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