Jan 27, 2025
Revolutionizing Medical Insurance Analysis with Agentic claim estimation[ Healthcare & Pharma ]
Build document agents for healthcare
LlamaIndex helps healthcare teams build agents over clinical notes, lab reports, and research docs — improving patient care, coding accuracy, and research productivity.
Challenge
Your clinical data is everywhere. And it’s underused.
- Patient history buried across EHR notes, labs, and imaging reports
- Manual coding delays reimbursement and creates errors
- Research teams drown in trial protocols and literature
- Patients struggle to understand discharge instructions
Data
Clarity
Solution
Put AI agents to work across unstructured health records.
- Summarize patient histories instantly
- Extract diagnosis and procedure codes automatically
- Accelerate clinical trial review and literature synthesis
- Provide patient-facing agents that explain instructions clearly
Data
Chaos
Clarity
01
Clinical Assistant
Summarizes patient history and test results
02
Medical Codee
Extracts ICD/CPT codes from records
03
Research Agent
Synthesizes trial docs and medical literature
04
Patient Support
Answers care questions using discharge notes
Why Llamaindex
Trusted by the largest hospitals as well as pioneering heal tech startups
Unmatched accuracy
LlamaCloud is purpose-built for complex documents with charts and tables.
Explainability
Citations, traceability, and confidence scores on every field
Developer-ready
Python and Typescript SDKs, APIs, and fine-tuned control.
Enterprise-scale
Handle thousands of reports with parallel pipelines
Compliant & auditable
For use in high-governance environments
Complete solution
Bring together document intelligence and agent workflows for end-to-end automation
How it works
From document chaos to agent intelligence
01
Upload documents (invoices, forms, contracts)
02
Parse and extract key information
03
Agents take action — route, validate, log, notify
04
Review or monitor via dashboards, API, or integrations
