Use Case

SOVEREIGN MULTI-AGENT UNDERWRITING SYSTEM AT SWISS RE

October 12, 2023
April 9, 2026
8 min read
40
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 Underwriting complex reinsurance risks involves massive amounts of unstructured data, tight deadlines, and strict regulatory oversight, making the process slow and resource-intensive.

How Agentic AI Helps Swiss Re implemented a sovereign multi-agent underwriting system that automates data extraction, risk assessment, and decision support while maintaining full control and compliance.

Detailed Automated Business Process The system uses specialized agents for document intake, intelligent data extraction, risk modeling , and compliance verification. Agents collaborate through LangGraph orchestration, escalating only the most complex cases to human underwriters with clear explainability

Potential Business Impact Faster underwriting decisions, improved risk accuracy, and substantial operational efficiency gains while ensuring full regulatory compliance.

Call to Action Explore how leading reinsurers are using sovereign agentic platforms. Contact us to discuss your underwriting ransformation.

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%