AI Strategy · ML Engineering · Governance

AI Systems for
Regulated Industries.

We combine domain-specific expertise with applied AI research and enterprise engineering — from strategy to production deployment.

Forschung & Validierung

Modelle · Prototypen · Unsicherheitsanalyse

Architektur & Governance

Ziele · Risiken · Compliance

Produktsysteme

cNode · AI Playbook EU

Technologie-Ökosystem
PyTorchHugging FaceOpenAILangChainAWSKubernetesNext.jsThree.jsEU AI ActDSGVOCRAPyTorchHugging FaceOpenAILangChainAWSKubernetesNext.jsThree.jsEU AI ActDSGVOCRA
Our Services

From Strategy to Implementation

Six areas of expertise — one integrated systems approach for AI projects.

Use Case Analysis · Data Landscape · Target Systems

Strategic consulting for AI projects — from feasibility studies through architecture to roadmapping. We help you make the right decisions.

AI Project Consulting & RoadmappingArchitecture & Technology SelectionFeasibility Studies & PoC Support
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Pipelines · Deployment · Monitoring

From data architecture to production-ready models — technical implementation of complex AI systems with a focus on scalability and explainability.

ML Model Development & TrainingData Architecture & PipelinesExplainable AI (XAI)
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cNode · Workspaces · Agentic Frameworks

We translate decision logic into operational systems — with cNode, agentic workflows, and transparent traceability.

cNode PlatformAgentic WorkflowsExplainable Recommendations
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EU AI Act · GDPR · CRA

Regulatory expertise for AI systems — GDPR, EU AI Act, and industry-specific requirements. From risk classification to audit readiness.

EU AI Act ComplianceGDPR-Compliant AI SystemsRisk Classification & Governance
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Readiness · Best Practices · Assessments

Structured implementation of AI Act requirements into operational processes — as knowledge base, readiness tool, and governance reference.

AI Act Readiness CheckGovernance FrameworksBest Practices
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Sprints · Increments · Handover

Iterative AI product development with clear sprints, measurable increments, and a structured transition to operations.

Sprint-Based AI DevelopmentIncremental Delivery & ReviewsOperations Handover & Runbooks
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Strategic consulting for AI projects — from feasibility studies through architecture to roadmapping. We help you make the right decisions.

Why Creativate

Experience from regulated,
high-stakes environments.

Our work is built on operational experience in financial and capital markets, insurance, and enterprise technology. We build production systems under regulatory oversight — not slide decks.

Team Experience (Past Roles)

Operational experience from regulated financial and insurance markets — as individual career stations of our team members.

Börse Stuttgart DigitalSolarisbankAXAPwCSparkassen-FinanzgruppeDeutsche Bank
Regulated environmentsSecurity by designAuditability

Listed organizations are former employers of individual team members. No partnership or endorsement implied.

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Years in regulated markets
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Industries servedFinance · Insurance · Capital Markets · Enterprise
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Governance-first architectureOn every project
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EU AI Act readinessIntegrated from day one
FAQ

Frequently Asked
Questions.

Answers to the most important questions about our approach, our methodology, and what drives us.

We don't just advise — we build. Our approach combines operational experience from regulated markets with production-grade system architecture. Every project results in operational, auditable systems — not slide decks.

Our focus is on regulated and high-stakes environments: financial services, insurance, capital markets, and enterprise technology. Our architecture principles are applicable across industries.

Governance is architecture — not an afterthought. We integrate explainability, controllability, and auditability into every system architecture from the start. This creates compliance by design, not as a post-hoc audit.

The Observatory is our AI monitoring and governance system. It provides real-time transparency over deployed models, data flows, and decision paths — essential for regulated environments.

We start with a discovery workshop to understand your architecture and regulatory requirements. This is followed by iterative implementation in short cycles — always with the goal of delivering production-ready systems.

Yes. We work both project-based and in long-term partnerships. Many clients start with a specific use case and expand the collaboration incrementally.