Sovereign AI:
AI without cloud lock-in
Wanting AI and keeping your data — it works.
Public sector, banking, healthcare or an SME with strict data protection:
Open models run on your own hardware today — from a single laptop to the data centre. We show you how: as a team training, a feasibility workshop or project support. You get an honest picture of what works locally. And what doesn't (yet).
What can we do for you?
Sovereign AI team training
The hands-on advantage: the exercises run on your own machines, with no API keys and no data leaving the building.
2 to 4 days, online or on-site at your company
Your preferred date on request — quote within 24 hours
Feasibility workshop
Start small, evaluate honestly: we take one concrete process from your organisation and build a prototype together — with a local model, on your hardware. Afterwards you'll know whether the big step is worth it:- Selecting a suitable use case
- Model selection and hardware sizing
- Prototype: a working workflow or RAG pipeline
- Measuring against your real data
- Honest assessment: quality, costs, limits
- Recommendation and roadmap
1 to 2 days
available at short notice on request — ideal as a first step
Project support
From prototype to production: one of our experts supports you in building up your AI infrastructure — architecture reviews, model evaluation, operations and hardening. We always work as partners, at eye level.And after a training we stay within reach: in regular Office Hours we answer questions from your day-to-day project work, within a budget you define.
from 20 hours of Office Hours up to several months
Johannes Hoppe is available on request.
Your advisor
Your consultant Johannes Hoppe is a Google Developer Expert (GDE)and co-author of the German-language standard reference
„Angular: The Practical Guide – from the basics to advanced development with Signals".

Johannes Hoppe
is a Google Developer Expert (GDE) for Angular and works as a freelance software architect, consultant and trainer focusing on agentic coding, Angular, Node.js and C# / .NET. Outside of teaching, he is a lead frontend developer at a mid-sized company.
Johannes lives & works in Leimen near Heidelberg.
Bluesky: @johanneshoppe.de
LinkedIn: @johanneshoppe
X (Twitter): @JohannesHoppe
Frequently asked questions
◢ Who is this offering for?
Organisations that want to use AI but whose data must not end up in third-party clouds: public authorities and administration, banks and insurers, healthcare, critical-infrastructure operators — and every SME whose data protection officer rightly asks questions. For getting started with Agentic Coding we also recommend our AI team training.
◢ Why work with us?
We're developers and trainers, not compliance salespeople: we build the solutions ourselves, publish our findings openly on the blog and measure results against your real use cases.
And we're honest about where local models hit their limits today — we only promise what we can demonstrate.
◢ What are the prerequisites?
All engagements are remote by default. On-site sessions for workshops are available on request.
For workshops with local models, existing hardware is often enough — a model like Gemma 4 (12B) runs on laptops with 16 GB of memory. For project support we need access to your documentation and source control, via VPN if necessary.
◢ Isn't local much worse than ChatGPT & co.?
For some tasks, yes — for a surprising number, not any more: local models handle classification, summarisation, extraction and internal search reliably today. We show the difference live and measure it against your use cases — and where frontier quality is needed, we show hybrid approaches (non-critical tasks in the cloud, sensitive ones local).
◢ Who is the consultant?
Our consulting engagements are carried out exclusively by book author and Google Developer Expert (GDE) Johannes Hoppe. He works in real projects and passes on his practical knowledge directly.
◢ Who are the customers?
Among others we've worked across the following industries:
- E-commerce
- Banking & Financial Services
- Software & IT services
- Wholesale and retail
- Media distribution
- Debt and insolvency counselling
- Energy
- Tourism
- Public administration
- Industry
- … and many more!
Get in touch and we'll happily share a curated list of references.
Still have questions?
+49 151 / 681 222 66 (Johannes Hoppe)
Standard rate to German mobile networksWe'll get back to you within 24 hours.Give us a call or send us an email.
We'll get back to you with a no-obligation quote within 24 hours.
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