Case studies & results

Detailed breakdowns of how our dedicated pods solve operational, AI and healthcare challenges — the problem, what we built, and the measured outcome.

Results

Three engagements, measured outcomes

AI & E-Commerce · MarketNest Commerce

Autonomous AI Agent Architecture for High-Volume E-Commerce

Challenge: Client faced 30+ hour backlogs in catalog updates and manual customer return triaging.
Solution: Built custom LangGraph multi-agent pipeline with vision OCR for automated invoice matching and AI customer support.
Impact: Reduced catalog update cycles from 3 days to 45 minutes; 82% of tier-1 support handled with zero human intervention.

82% Auto-Resolved
45 Min Ingestion
+38% CSAT Score

Healthcare IT & RCM · Midwest Specialty Clinic Network (Ohio)

Practice Management & Revenue Cycle Transformation

Challenge: Denial rate exceeded 18% with AR days hovering at 64 days, causing cash flow strain.
Solution: Deployed dedicated medical billing & certified ICD-10 coding pod with automated pre-authorization scrubbing.
Impact: Clean claim first-pass acceptance soared to 98.4%; AR days reduced to 29 days, accelerating $1.4M in recovered cash flow.

98.4% Clean Claims
29 AR Days
$1.4M Recovered

Smart Security & RVMS · Zans Global Logistics (USA)

AI Computer Vision & 24/7 Command Center for Logistics Hub

Challenge: Frequent yard trespassing and cargo tampering with exorbitant on-site guard expenses.
Solution: Installed edge-AI thermal cameras with automated audio talk-down deterrence and live command dispatch.
Impact: 100% trespassing deterrence in the first 90 days; security operational expenditure decreased by 58%.

100% Deterrence
58% Cost Savings
< 3 Sec Alert Latency

Client feedback

What our partners say

Working with ZMZY was a game-changer for our e-commerce platform. Their custom solutions not only improved our user experience but also boosted our sales. I highly recommend their services.

James
E-Commerce Director, MarketNest

ZMZY's 24/7 support has been a lifesaver for us. They are always just a call away, and their quick response times have saved us from potential crises on multiple occasions. Their commitment to our success is truly commendable.

Alex
Operations Manager, Zans Logistics (USA)

I am incredibly impressed with the services provided by this company. Their team's expertise and dedication have brought remarkable results to our project. It's been a pleasure working with them, and I highly recommend their services.

Daniel
Chief Technology Officer, MedTech Networks (Ohio)

Clients

Brands we work with

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