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Healthcare 9 weeks

HealthFlow

Multi-Agent Patient Intake System

60%

Admin Time Reduction

50%

Wait Time Reduction

99.5%

Data Accuracy

18min

Average Intake Time

Overview

HealthFlow operates 45 outpatient clinics where patient intake was the biggest operational bottleneck. Patients filled paper forms, staff manually entered data into the EHR, called insurers for eligibility verification, and coordinated scheduling — a process averaging 45 minutes per patient. Errors in data entry led to claim denials and delayed care.

Challenge

Patient intake required 45 minutes of paperwork and manual data entry, creating bottlenecks and errors in clinical workflows.

Solution

Built a multi-agent system — document parser, eligibility checker, and scheduling coordinator — that automates the entire intake pipeline.

Result

Administrative time reduced by 60%, patient wait times cut in half, and data accuracy improved to 99.5%.

Implementation

1

Document Intelligence Agent

Built an agent that extracts structured data from insurance cards, IDs, and medical forms using OCR and LLM parsing — handling handwriting, photos, and PDFs.

2

Eligibility Verification Agent

Created an autonomous agent that checks insurance eligibility across 40+ payers in real-time, handles prior authorization requirements, and flags coverage gaps.

3

Scheduling Coordinator Agent

Deployed an agent that optimizes appointment scheduling based on provider availability, patient preferences, insurance requirements, and clinical urgency.

4

Orchestration Layer

Built a supervisor agent that coordinates all three agents, handles edge cases, and escalates to human staff only when confidence drops below threshold.

Technology Stack

PythonGPT-4Azure Document IntelligenceFHIR APIReactPostgreSQL
"Our front desk staff went from data entry clerks to patient experience coordinators. The agents handle the busywork — our people handle the care."

Dr. Angela Morrison

COO, HealthFlow

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