For teams trapped inside someone else's stack

Your prompts are TRAINING someone else's MODEL.

Every query your team sends to ChatGPT, Gemini, or Claude is free R&D for Big Tech. Your contracts. Your customer data. All of it — feeding someone else's frontier model. We deploy sovereign AI inside your firewall — open-weight models, on your hardware, under your control. Nothing ever leaves the building.

Get your sovereignty audit → Read the manifesto
YOUR PROMPTS ARE TRAINING DATA ✕ OPENAI READS YOUR CONTRACTS ✕ LOCAL MODELS ARE READY NOW ✕ NOTHING LEAVES THE BUILDING ✕ BIG TECH IS YOUR LANDLORD ✕ OWN YOUR STACK OR GET OWNED ✕ YOUR PROMPTS ARE TRAINING DATA ✕ OPENAI READS YOUR CONTRACTS ✕ LOCAL MODELS ARE READY NOW ✕ NOTHING LEAVES THE BUILDING ✕ BIG TECH IS YOUR LANDLORD ✕ OWN YOUR STACK OR GET OWNED ✕
THE MANIFESTO

Four truths//the AI CARTEL
prays you never see.

01

Your prompts are TRAINING DATA.

Every contract you paste into Claude, every customer complaint you run through GPT, every internal memo you summarize — it's feeding someone else's frontier model. Their terms of service say otherwise, until they don't. The only real guarantee is the one where the data never leaves your building.

02

Open-weight models already WON.

GLM-5. Kimi K2.5. MiniMax M2.5. DeepSeek V3.2. Qwen 3.5. Five frontier-class models you can actually own. American labs kept their weights locked so you'd keep paying per-token rent. Chinese labs open-sourced theirs. Guess which ones run on your hardware, under your control, for the cost of electricity. The future isn't closed-weight APIs. It's already deployed.

03

Every invoice is a VOTE.

AI is the only software category where the vendor gets smarter from your usage — not just richer. Your prompts are the product and the training signal. Every dollar you send to an API that mines your queries is a dollar funding the model that replaces your competitive advantage. Stop paying to be the training data.

04

Sovereignty is SURVIVAL.

Data residency laws are tightening. Client privilege is getting litigated in the AI era. Customers are asking where their data lives — and soon, where your AI's weights live too. The businesses that own their stack won't just survive. They'll be the ones competitors can't catch.

THE KILL LIST

Platforms we DELETE
from your life.

We come for the AI layer first. Then everything else that leaks your data to a US hyperscaler. Clean migrations, zero data loss, full sovereignty on the other side.

/// TIER 01 — THE AI STACK
OpenAI GPT-5
→ GLM-5 + Kimi K2.5
#1 and #2 on LiveCodeBench, LMSYS Arena, and every major reasoning benchmark. Not "almost as good." Better. And you own the weights.
Claude / Anthropic API
→ DeepSeek V3.2 + Qwen 3.5
MIT-licensed. 128K context. Tool use, vision, structured output — everything your team uses Claude for, without Anthropic reading every prompt.
Gemini / Vertex AI
→ Gemma 4 + Nemotron Ultra
Kill the GCP dependency entirely. No Vertex lock-in, no data residency paperwork, no surprise billing when your usage spikes.
GitHub Copilot
→ MiniMax M2.5 + Continue.dev
Every keystroke your developers type in Copilot goes to Microsoft. Continue.dev + a local model sends exactly zero telemetry. Same autocomplete. No surveillance.
ChatGPT Enterprise
→ Open WebUI + LiteLLM
Same chat interface your team already knows. Point it at your local models. Migration takes an afternoon, not a quarter.
Pinecone / vector DBaaS
→ Qdrant + Weaviate
RAG over your own documents without uploading them to someone else's cluster. Fine-tune retrieval for your domain. Your corpus, your index, your building.
/// TIER 02 — THE FOUNDATION
VMware / ESXi
→ Proxmox VE
Broadcom jacked prices 10x. Proxmox runs the same workloads, GPL-licensed, zero cost. The substrate for everything above.
Google Workspace
→ Nextcloud + OnlyOffice
Email, files, docs, calendar, video. Your servers. Your data. Actual GDPR compliance, not the checkbox kind.
Okta / Auth0
→ Authentik / Zitadel
Self-hosted identity and SSO. Your directory, your policies, your keys. The access layer your sovereign AI stack needs.
Datadog
→ Grafana + SigNoz
Logs, metrics, traces. No surprise invoices. No per-byte billing. Full observability for your GPU fleet.
0
Data Egress
5
Frontier Models You Can Own
$0
Per-Token Rent
∞
Queries. Your Hardware.

Bring your
AI stack HOME.

2 minutes. Answer a few questions about your team's AI tools and you'll get an instant data egress risk report — which tools leak what, where your data goes, and what the sovereign replacement looks like. No call required.

Get your sovereignty audit →
/// ENGAGEMENTS DELIVERED BY
Sovereign AI deployments handled by Freehold Stack →