Use Case

SECURE SOVEREIGN RAG ARCHITECTURE ON EXOSCALE SKS

October 12, 2023
April 9, 2026
8 min read
20
min read
Data visualization and AI network
85%Reduction in manual data entry time
3.2xIncrease in underwriting throughput
100%Sovereign data compliance maintained

The insurance industry relies heavily on complex document analysis, risk assessment, and regulatory compliance. For global reinsurers, processing unstructured data from various sources into structured underwriting models has traditionally been a labor-intensive bottleneck.

The Challenge of Unstructured Data

Business Challenge Companies need powerful retrieval-augmented generation but cannot risk data leakage to public cloud providers or third-party LLMs

How Agentic AI Helps A fully sovereign RAG architecture runs entirely on Exoscale SKS, combining private vector stores, encrypted embeddings, and agentic query routing.

Detailed Automated Business Process The system ingests internal documents into a secure vector database, routes queries through specialised agents for retrieval and synthesis, and returns answers with full provenance and audit logs.

Potential Business Impact Organisations gain enterprise-grade knowledge access with zero data residency risk, dramatically faster knowledge retrieval, and complete compliance with DSG/GDPR and EU AI Act.

Call to Action Learn Discover how a sovereign RAG system on Exoscale SKS can power your agentic applications securely. Book a live demonstration.

Before implementing Singularity IO's agentic platform, underwriting teams spent up to 40% of their time manually extracting data from PDFs, emails, and legacy systems. This not only slowed down the quotation process but also introduced the risk of human error in critical risk assessment models.

"Singularity IO didn't just give us an LLM; they provided a secure, sovereign orchestration layer that allowed our internal systems to talk to each other autonomously. It fundamentally changed our operational velocity."

Agentic Workflows in Action

Because the platform is deployed on Swiss sovereign cloud infrastructure, all data processing complies strictly with FINMA regulations, ensuring that sensitive client data never leaves the secure perimeter.

By deploying a multi-agent system, the client was able to automate the entire ingestion pipeline. The workflow operates as follows:

  • Intake Agent:Monitors secure inboxes and classifies incoming submission documents.
  • Extraction Agent:Utilizes fine-tuned vision models to extract tabular data from complex policy schedules.
  • Validation Agent:Cross-references extracted entities against internal databases and flags anomalies for human review.
Network infrastructure visualization

Implementation Stack

LangGraphLlama 3 (Self-Hosted)ExoscalePostgreSQLn8n

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Measurable Impact

How Singularity's sovereign agentic workflows transformed operations and delivered concrete ROI for this implementation.

85%
3.2x
$1.5M
99.9%