Logistics AI

Logistics for Life Support

Automated insurance verification and route optimization for delivering 10,000 medically tailored meals daily.

PuppeteerGoogle MapsRedis
10K+
Lives supported daily
$40K
Monthly savings
35%
Fleet efficiency gain
99.7%
Claim accuracy
Business Context

The $127B Healthcare Logistics Crisis

Healthcare logistics consumes $127 billion annually in the U.S., yet 67% of medical delivery operations run on manual processes. YANA delivers medically tailored meals to 10,000+ patients daily — every meal requires active insurance authorization and precise timing. Manual systems were bleeding $40K monthly to denied claims alone.

Daily meal deliveries10K+
Active driver fleet500+
Monthly denied claims$40K
Problem Analysis

When "Late Delivery" Becomes a Medical Emergency

01Critical

Compliance Revenue Trap

Every patient needs valid Medicaid/Medicare authorization through Navinet. Expired plans mean denied claims. YANA was delivering $40K/month in meals they'd never get paid for.

02High

Perishable Logistics Nightmare

500 drivers, 10,000 daily stops, traffic jams, and food that spoils. Manual dispatchers used whiteboards while meals went bad in delivery vans. Monthly cost: $28K.

03High

Operational Scaling Bottleneck

Growth was impossible without exponentially increasing dispatch staff. Manual route planning could not handle the complexity of medical meal delivery. Scaling cost: $35K.

Solution Architecture

The Invisible Dispatcher

A "Logistics OS" that functions as both a revenue guardian and an operational optimizer — protecting against costly insurance errors while maximizing delivery efficiency for 500+ drivers.

01

Insurance Compliance Bot

Autonomous Puppeteer system that logs into Navinet portals at 3 AM daily, scraping eligibility status for 10,000+ patients before kitchen operations begin.

02

AI Route Optimization

Google Maps Platform integration with machine learning geo-clustering analyzes traffic patterns and perishability windows to generate optimal routes for 500+ drivers instantly.

03

Live Operations Dashboard

Real-time visibility across the entire fleet. Dispatchers see live GPS, delivery status, insurance flags, and route deviations — all in a single unified interface.

Performance Analysis

Before vs. After

Metric
Before
After
Delta
Insurance Verification
96% accurate
99.7% accurate
+3.7%
Route Planning Time
6+ hours
15 minutes
-96%
Fuel Efficiency
Baseline
+22% savings
+22%
Delivery Accuracy
94% on-time
98.5% on-time
+4.8%
Revenue Protection
$40K losses
$2K losses
+95%
Operational Scale
Linear growth
5× without staff
+400%
Results

The Numbers Don't Lie.

$40K
Revenue Protected/Mo
35%
Fleet Efficiency Gain
98.5%
On-Time Delivery
340%
First Year ROI
Total ROI
340%
first year
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