AI infrastructure for regulated organizations.
Not just strategy. Not just engineering. But integrated decision architecture.
We develop AI systems that are strategically sound, technically robust, and regulatorily viable.
Why AI in isolation doesn't work.
Strategy Without Architecture
Strategy documents without technical foundation.
Implementation gap between vision and system.
A decision framework that connects architecture and roadmap.
Prototypes Without Production Readiness
PoC stays PoC — with no path to operations.
No reproducibility, no monitoring, no scaling.
Production-ready pipelines with MLOps from day one.
Compliance as an Afterthought
Regulations are addressed only after go-live.
Retrofitting costs three times as much as building it in.
Governance by Design — integrated into every architecture decision.
Fragmented Responsibilities
Strategy, technology, and compliance from different vendors.
Handover losses, inconsistencies, finger-pointing.
One integrated architecture — one accountability.
Three disciplines. One integrated architecture.
Strategy & Decision Architecture
Structure decision spaces before technology scales.
- Clear Decision Framework
- Prioritized Use Cases
- Architecture Roadmap
ML Engineering & Production
From validated concept to production-ready system.
- Reproducible Pipelines
- MLOps & Monitoring
- System Integration
Governance & Operationalization
Regulatory requirements as an architectural principle.
- EU AI Act Integration
- Roles & Control Architecture
- Audit Trail & Versioning
Modular collaboration.
AI Strategy & Decision Architecture
From feasibility study to prioritized roadmap.
- Clear Investment Basis
- Validated Use Cases
- Stakeholder Decision Memo
ML Engineering
From prototype to production-ready ML infrastructure.
- Reproducible Pipelines
- XAI Reports & Monitoring
- API Integrations
Governance & Compliance
From risk classification to audit readiness.
- EU AI Act Compliance Report
- Governance Framework
- Audit Documentation
Product Development & Delivery
From sprint increment to live operations.
- Production-Ready Increments
- Operations Handbook
- Structured Handover
Our own platforms. No PowerPoint-only consulting.
cNode
Scenario modeling, explainable forecasts, and traceable audit trails — in one integrated decision platform.
AI Playbook EU
Readiness checks, compliance frameworks, and governance knowledge — ready to use and regularly updated.
From architecture to operational AI.
We guide you from your first model to enterprise-wide scaling — without losing control.
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