Use Case

Secure Data Activation Across Siloed Clinical Systems

October 12, 2023
April 9, 2026
8 min read
20
min read
Data visualization and AI network
85%Reduction in manual data entry time
Unified
access to siloed clinical data in real time
3.2xIncrease in underwriting throughput
60–80%
faster research and analysis cycles
100%Sovereign data compliance maintained
100%
compliance with data privacy and residency requirements

Clinical data in pharma and life sciences is trapped in multiple siloed systems, making holistic insights difficult while strict privacy and compliance rules must be maintained. This sovereign data activation layer securely connects systems and unlocks actionable intelligence without moving raw data.

The Challenge of Siloed Clinical Data

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
Clinical data in pharma is scattered across multiple siloed systems, making it difficult to gain holistic insights while maintaining strict data privacy and compliance.
How Agentic AI Helps
A sovereign data activation layer securely connects clinical systems and activates data for agentic research and decision support without moving raw sensitive data.
Detailed Automated Business Process
The system creates encrypted, permission-controlled connections to existing clinical databases and EHRs. Specialised agents use private RAG to answer complex research questions, generate insights, and surface patterns while keeping all raw data in place.
Potential Business Impact
Research teams gain instant access to unified clinical insights, time-to-insight is dramatically reduced, collaboration improves, and full regulatory compliance is maintained.
Key Takeaways

Implementation Stack

LangGraphLlama 3 (Self-Hosted)ExoscalePostgreSQLn8n

Ready to unlock your clinical data?

Learn how secure sovereign data activation can power your R&D and patient insights.

Ready to unlock your clinical data?

Learn how secure sovereign data activation can power your R&D and patient insights.

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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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