LLM integration
AI Architecture · EU-sovereign · On-Prem & Cloud
AI that runs inside your systems.
We scope, build and integrate AI systems — LLMs, your data sources, your infrastructure. On-prem or in your cloud (Azure, AWS, GCP). Traceable, EU-sovereign, yours to operate after us.
Services
From idea to a system that runs.
No software subscription. We scope your initiative, build the AI natively into your architecture — and hand over a system you operate yourself.
Architecture & delivery
Building the whole system
On-prem & cloud
Where your data lives
Where we go deep
Strategy & platform
Start honestly. Build on solid ground.
Before anything is built, we clarify what is worth it. Where standard carries, we build on our own platform cNode — traceable, on-prem, EU-sovereign.
Scope first, then build
Which use cases create value? Which data is missing? What does the EU AI Act require? We prioritize honestly — even when the answer is “not yet”.
cNode — AI with a source
Where standard carries, we build on our sovereign engine: answers show their source, run on-prem and are model-agnostic. As a foundation in the project or as a license.
Industries
For decisions that must hold up.
We work where traceability is a requirement, not a nice-to-have — regulated, EU-exposed, with real accountability behind every figure.
Regulated Mid-Market
Controlling, shareholding management and auditable decisions for DACH mid-market companies with proof obligations.
Mehr erfahrenPublic Sector & Municipal
EU AI Act compliant administrative AI, data sovereignty and control — on-prem up to air-gapped.
Mehr erfahrenFinancial Services
Forecast, risk and allocation — reproducible and audit-ready (BaFin/MiCAR).
Mehr erfahrenLegal & Law Firms
Case briefing, deadlines and IP risk — every statement with a source, not fabricated citations.
Mehr erfahrenHow we work
We start with your goal, not with the tech.
First we clarify what should get better for you — which decision, which process. The tech comes after that, not first.
We only use AI where it genuinely helps. Where a simple solution is enough, we take it. And every AI answer comes with a source — no guessing.
In the end you get a system you run yourself — on your server or in your cloud. No subscription, no dependency on us.
The Team
The people behind your project.
Core team plus advisors with skin in the game. One senior leads your project — no pyramid of junior consultants.
Insights
What's on our minds.
Long-reads from real projects. No generic 'Top-10 AI Trends' lists. Free to read, no newsletter gate.
Was ist Decision Intelligence — und warum Gartner sie 2025 als transformational einstuft
Gartner hat Decision Intelligence im 2025 AI Hype Cycle erstmals als transformational klassifiziert und einen eigenen Magic Quadrant publiziert. Wir nehmen die Definition auseinander und sortieren ein, warum die Disziplin gerade jetzt aus dem Forschungsdunst in den Vorstand zieht.
Leonardo Bornhäusser
Warum wir auf Ontologien setzen — und was wir am Palantir-Ansatz richtig finden
Wenn Daten fragmentiert sind und Entscheidungen über Systemgrenzen laufen, hilft kein größeres LLM, sondern ein gemeinsames Vokabular. Wir zeigen, warum Ontologien das Rückgrat nachvollziehbarer KI sind — und welche Lehre wir aus dem Palantir-Modell ziehen, ohne die methodischen Details unserer eigenen Arbeit preiszugeben.
Leonardo Bornhäusser
Wie cNode entstand — vom Startup-Operating-System zum Decision-Intelligence-Backbone
cNode begann nicht als Vision, sondern als eigenes Werkzeug. Aus einer MVP-Beratungspraxis wurde ein AI-Wrapper, daraus eine Startup-Plattform, und am Ende — durch einen ehrlichen Blick auf die eigene Wettbewerbsfähigkeit — eine wissenschaftlich fundierte Decision-Intelligence-Plattform für den Mittelstand.
Leonardo Bornhäusser
“Half the industry sells AI magic. We build the opposite: AI that shows the source for every figure — and tells you honestly when it is the wrong answer.”
Next Step
One call. 30 minutes. An honest assessment.
Write to us briefly about what's on your plate. We'll respond the next business day with an initial assessment — or a clear no.











