AI that works with reality.
Most consultancies assume perfect infrastructure. We don't. We build AI systems that work with your constraints: legacy systems, compliance requirements, and security policies.
Real environments have constraints.That's where we come in.
Your infrastructure wasn't built for AI. Legacy systems, compliance rules, security policies, and budget constraints all limit what's possible. Standard solutions don't account for this reality.
Locked Data
Your valuable data sits in legacy systems without modern APIs. Accessing it for AI isn't straightforward.
Compliance & Security
GDPR, trade secrets, or industry regulations restrict where data can go and how it can be processed.
Infrastructure Complexity
Years of growth have created a patchwork of systems. Adding AI without breaking existing workflows is challenging.
Flexible by design.We adapt to your constraints.
Assess
We analyze your existing infrastructure, security requirements, and constraints. Then we design an architecture that actually works for YOUR situation.
Connect
We build the necessary bridges: APIs for legacy systems, data pipelines, or sanitization layers. Whatever is needed to make your data AI-ready while respecting your constraints.
Deploy
We choose the right deployment: usually private cloud with API inference, sometimes with data sanitization. Fully on-prem with local models when required.
Difficult environments.That's our specialty.
We excel where others struggle: complex compliance requirements, legacy systems, and security constraints. We find solutions that work within your reality.
Hybrid & On-Premise
Usually we host on private cloud and route via secure APIs. When needed, we can run everything locally on your hardware with open-source models.
- → Flexible deployment
- → Data sovereignty
Legacy Integration
Connect your existing systems to modern AI. We build secure interfaces for SAP, AS/400, or legacy databases without replacing anything.
- → No system replacement
- → Secure by design
Data Sanitization
When needed, we strip sensitive information before AI processing. This lets you use powerful external models while maintaining compliance.
- → Anonymization pipelines
- → Compliance-safe
Built for constraints.
We design infrastructure that works within your limitations: budget, security policies, existing systems, and compliance requirements. Pragmatic solutions, not ideal-world architectures.
Usually private cloud with secure API routing. Data sanitization layers when needed. Fully on-prem deployment when required. We choose what works for your constraints.
- Private Cloud (EU)
- API Gateways
- On-Premise Options
We connect to your existing systems without replacing them. REST APIs for legacy databases, secure tunnels for air-gapped environments, sync pipelines for data warehouses.
- REST / GraphQL
- Data Pipelines
- VPN / Tunnels
Flexible model selection. External APIs (OpenAI, Anthropic) via secure routing, EU-cloud hosting (Azure, AWS), or fully local models when data can't leave premises.
- API Integration
- EU Cloud Hosting
- Local LLM Deployment
Deploying sovereign AI on-premise for AERO-COATING.
The Challenge
AERO-COATING wanted to use AI for sensitive production data but refused to send data to the cloud. They needed a local, air-gapped system that matches GPT-4 performance.
The Solution
We benchmarked various open-source models (Llama 3, Mistral) on different hardware configurations to find the sweet spot. Then we built a 'cloud simulation environment' to develop the software before mirroring it 1:1 to their physical on-premise servers.
Build your foundation.
Secure, scalable, and owned by you.