Use Case

Internal Knowledge Management and RAG System

October 12, 2023
April 9, 2026
8 min read
20
min read
Data visualization and AI network
85%Reduction in manual data entry time
Time-to-insight
reduced from hours to seconds
3.2xIncrease in underwriting throughput
70–85%
less time spent searching for information
100%Sovereign data compliance maintained
Significant
increase in proposal quality and consistency

Professional services firms lose valuable institutional knowledge across emails, documents, and past projects. This sovereign enterprise RAG system turns scattered internal knowledge into an always-available, context-aware assistant.

The Challenge of Lost Institutional Knowledge

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
Professional services firms lose valuable knowledge across emails, documents, and past projects, making it difficult for teams to find accurate information quickly and consistently.
How Agentic AI Helps
A sovereign enterprise RAG system turns internal knowledge into an always-available, context-aware assistant that answers questions with full source attribution.
Detailed Automated Business Process
The system continuously ingests new documents, project files, and emails into a secure private vector store. Specialised agents retrieve, synthesise, and cite the most relevant information while respecting access permissions and data governance policies.
Potential Business Impact
Knowledge retrieval time drops dramatically, proposal quality improves, onboarding accelerates, and duplication of effort is eliminated while maintaining full data sovereignty.
Key Takeaways

Implementation Stack

LangGraphLlama 3 (Self-Hosted)ExoscalePostgreSQLn8n

Ready to unlock your firm’s collective intelligence?

Discover how a sovereign internal RAG system can transform knowledge management.

Ready to unlock your firm’s collective intelligence?

Discover how a sovereign internal RAG system can transform knowledge management.

Request a Personalised Demonstration

Measurable Impact

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

85%
3.2x
$1.5M
99.9%
Our website uses intelligent chatbots powered by Ultimo Bots