The EU AI Act classifies real-time portfolio monitoring as high-risk. Foreign cloud solutions create compliance gaps. This framework delivers a fully sovereign, transparent, and auditable Agentic AI solution for continuous portfolio oversight and regulatory reporting.
Executive Summary / Key Takeaways
- Real-time risk monitoring with fully explainable AI decisions
- Automatic generation of EU AI Act conformity documentation
- 40–60% reduction in manual compliance and oversight work
- Seamless integration with existing core banking and portfolio systems
- Full traceability and configurable human oversight mechanisms
The Challenge
High-risk classification under the EU AI Act, explainability requirements, foreign cloud sovereignty concerns, and heavy manual compliance workload.
Our Approach / Framework
A multi-agent portfolio monitoring system with continuous risk assessment, anomaly detection, and automated regulatory documentation agents.
Technical Architecture
LangGraph orchestration, real-time market data integration, Ollama inference, Qdrant memory, and automated conformity report generation — all running in sovereign Swiss tenants.
Implementation Guide
10-week deployment roadmap including risk classification, agent development, integration, and conformity validation.
Conclusion & Future Outlook
Organisations can turn EU AI Act requirements into a competitive advantage by deploying sovereign, explainable portfolio monitoring on Swiss infrastructure.
