Use Case

Personalized Patient Engagement and Adherence Agent

October 12, 2023
April 9, 2026
8 min read
20
min read
Data visualization and AI network
85%Reduction in manual data entry time
30–50%
improvement in medication adherence rates
3.2xIncrease in underwriting throughput
Significant
reduction in treatment complications and readmissions
100%Sovereign data compliance maintained
Higher
patient satisfaction and engagement scores

Patients frequently forget medication or deviate from treatment plans, leading to poorer health outcomes and higher costs. This sovereign personalised engagement agent delivers timely, context-aware support while fully respecting privacy and regulatory requirements.

The Challenge of Low Patient Adherence

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
Patients often forget medication or fail to follow treatment plans, leading to poorer health outcomes and higher healthcare costs
How Agentic AI Helps
A personalised patient engagement agent delivers timely, context-aware reminders and support while respecting privacy and regulatory requirements.
Detailed Automated Business Process
The agent analyses consented patient data, treatment protocols, and behavioural patterns. It sends tailored reminders, educational content, and motivational messages via preferred channels, answers questions in natural language, and escalates adherence issues to care teams when necessary.
Potential Business Impact
Medication adherence rates improve significantly, treatment outcomes are enhanced, healthcare costs decrease, and patients feel genuinely supported throughout their journey.
Key Takeaways

Implementation Stack

LangGraphLlama 3 (Self-Hosted)ExoscalePostgreSQLn8n

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Ready to improve patient outcomes?

See how agentic patient engagement can boost adherence and satisfaction.

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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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