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
Zero
data leakage risk
3.2xIncrease in underwriting throughput
Sub-second
retrieval latency at enterprise scale
100%Sovereign data compliance maintained
100%
Swiss/EU data residency compliance

Companies need powerful retrieval-augmented generation but cannot risk sending sensitive data to public cloud LLMs. This fully sovereign RAG architecture runs entirely on Exoscale SKS with private vector stores and encrypted embeddings.

The Challenge of Secure Knowledge Access

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.

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 complex queries through specialised agents for retrieval and synthesis, and returns answers with full provenance and audit logs — all without ever leaving sovereign infrastructure.
Potential Business Impact
Organisations gain enterprise-grade knowledge access with zero data residency risk, dramatically faster insights, and complete compliance with DSG, GDPR, and EU AI Act.
Key Takeaways

Implementation Stack

LangGraphLlama 3 (Self-Hosted)ExoscalePostgreSQLn8n

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Ready for secure, sovereign knowledge?

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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%
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