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Case study · Healthcare, Digital Diagnostics

Reimagining Healthcare Diagnostics with AI

Empowering UrynX With AI-Driven Home Urinalysis, Nicotine Testing, & Streamlined Clinic Workflows

Discover how AppsChopper helped UrynX build and scale NeuCup, an AI-enabled diagnostic platform that expanded testing capabilities, connected patient and provider workflows to strengthen compliance across a unified diagnostics ecosystem.

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Reimagining Healthcare Diagnostics with AI

  • Industry

    Healthcare, Digital Diagnostics

  • Engagement

    Platform Expansion & AI Enablement

  • Scope

    AI Diagnostics, Mobile Health, Compliance

  • Platforms

    iOS, Android, Web, Cloud

AI-powered healthcare diagnostics and urinalysis platform

The Overview

UrynX partnered with AppsChopper to build and scale NeuCup, an AI-powered diagnostic platform that modernizes urinalysis workflows and replaces slow, fragmented lab-based testing with a connected digital experience for patients, providers, and clinical teams.

As adoption grew, AppsChopper helped UrynX expand NeuCup into a broader digital health platform by integrating a new nicotine testing product and the Streamline AU clinic workflow into the same unified ecosystem. Every enhancement was built on a HIPAA-compliant healthcare app development foundation to keep protected health information secure across mobile, web, and cloud environments.
UrynX healthcare diagnostics team and patient testing workflows

The Client

UrynX is a healthcare diagnostics company focused on delivering fast, accurate, and affordable urinalysis through AI-assisted result interpretation and mobile-first testing. The organization serves patients, providers, and healthcare networks that depend on faster turnaround, stronger compliance visibility, and scalable remote patient diagnostics tools that reduce reliance on traditional lab delays.

The Challenge

As UrynX expanded NeuCup, fragmented testing workflows, manual coordination, limited visibility, and growing product complexity made it harder to scale across home and clinical settings while securely managing sensitive diagnostic data.

  • Disconnected Testing Journeys

    Delays between sample collection, processing, & results made traditional testing workflows difficult to scale.

  • Manual Patient & Care-Team Coordination

    Testing progress and follow-up depended heavily on manual communication between patients and care teams.

  • Limited Workflow Visibility

    Providers and clinical teams lacked timely visibility into testing completion and follow-up readiness.

  • Growing Product Complexity

    Adding nicotine testing and new clinical workflows risked creating fragmented products and inconsistent UI.

  • Compliance Complexity

    Handling protected health information across consumer and clinical settings demanded strict encryption.

  • Rising Testing Demand

    UrynX needed to expand diagnostic capabilities while preserving the simplicity of the existing NeuCup.

UrynX needed a unified diagnostic ecosystem that could scale across new products and care settings without compromising security or the patient experience.
Healthcare diagnostics team reviewing AI-powered testing workflows
Engineers and Product Strategists Collaborating Over Digital Roadmaps

Business Objectives

Engineering NeuCup Around Strategic Business Goals

We built a platform strategy that grew NeuCup while preserving patient and provider trust.

  • Modernize Diagnostics
  • Expand Test Coverage
  • Automate Workflows
  • Strengthen Compliance
  • Enable Real-Time Visibility

Our Approach

A Coordinated Path From Diagnostic Workflow to Platform Expansion

Our roadmap progressed through discovery, architecture, integration, compliance, and continuous scalability planning stages.

  1. Strategy & Discovery

    We mapped patient testing journeys, provider review processes, diagnostic result lifecycles, and compliance requirements to define the expansion roadmap.

  2. Platform Architecture & Design

    Our developers structured NeuCup as a unified ecosystem for AI-driven urinalysis testing, with role-based experiences built for long-term product expansion.

  3. AI & Diagnostic Processing

    We integrated AI-driven image processing into the testing workflow to analyze captured test-strip images and support consistent result interpretation.

  4. Product & Workflow Integration

    Our experts integrated nicotine testing and Streamline AU into the existing platform, extending NeuCup from at-home testing to point-of-care workflows.

  5. Compliance & Security

    We implemented HIPAA-aligned safeguards, encrypted data handling, and role-based access controls across every module.

Unified diagnostic architecture connecting patients, providers, and compliance

Solution Architecture

A Unified System Connecting Patients, Providers, Testing, and Compliance

The architecture connects patient and provider mobile experiences with AI-driven image processing, secure cloud infrastructure, and role-based reporting systems. Clear data pathways reduce fragmentation and support real-time, compliant decision-making across home and clinical settings.

Solution Delivered

Comprehensive Platform Modernization Across Home and Clinical Diagnostics

AppsChopper expanded NeuCup into a connected diagnostic platform spanning patient testing, AI-assisted image analysis, provider reporting, nicotine screening, and clinical workflows.

  • Mobile Diagnostics Platform

    Guided at-home urinalysis testing with AI-driven image capture and AI-assisted result processing.

    • Step-by-step guided testing
    • AI-assisted result processing

  • Nicotine Testing Integration

    Dual-purpose testing that layers nicotine exposure screening into the same platform used for urinalysis.

    • Reduced testing errors
    • Streamlined health reporting

  • Streamline AU Clinic Enablement

    Extended the diagnostic model into point-of-care testing environments with app-driven clinical workflows.

    • Faster clinical turnaround
    • Lower operational overhead

  • Provider & Admin Web Portals

    Role-based portals delivering administrative oversight and provider-ready reporting.

    • Centralized results access
    • Role-based visibility

  • Secure Data Infrastructure

    Scalable backend systems supporting encrypted storage, test lifecycle tracking, and multi-product expansion.

    • Encrypted data pipelines
    • Expansion-ready architecture

  • Security & Compliance Architecture

    HIPAA-aligned safeguards, audit-ready logging, and controlled access across every workflow.

    • Regulatory-ready controls
    • Reduced compliance risk

Results And Outcomes

Measurable Gains Across Diagnostic Testing Operations

By connecting at-home testing, AI-assisted result processing, provider reporting, and workflow automation, NeuCup improved the speed and consistency of diagnostic workflows.

  • 44%

    Test Turnaround Time

    Faster result delivery

  • 38%

    Patient Completion Rate

    Higher testing follow-through

  • 59%

    Provider Reporting Speed

    Faster clinical decisions

  • 61%

    Manual Coordination Effort

    Reduced administrative workload

Healthcare team reviewing diagnostic testing results

Value Delivered

6X

Operational Efficiency

Streamline AU reduced friction in clinic urinalysis workflows and sped up access to results.

Expanded Diagnostic Capability

UrynX could introduce nicotine screening within the existing NeuCup ecosystem rather than creating a separate experience.

Transformation Impact Across Six Value Areas

Business Value Across the Diagnostics Ecosystem

The transformation gave UrynX a platform that could support more testing scenarios without multiplying applications, workflows, or administrative overhead.

  1. 01

    Patient Enablement

    Patients gained the ability to complete advanced testing remotely while staying connected to provider review.

  2. 02

    Real-Time Visibility

    Improved insight into test progress and completion supported faster provider follow-up.

  3. 03

    Stronger Data Protection

    Role-based access and encrypted data handling strengthened protection of diagnostic information.

  4. 04

    Healthcare Workflow Automation

    Automated notifications, reminders, and reporting reduced manual effort across patient and provider journeys.

Technology Stack

The platform combines a modern application layer, cloud infrastructure, AI processing, and automated testing to support NeuCup's diagnostic workflows.

  • React

    Front-End

  • Node.js

    Back-End

  • AWS

    Cloud

  • PostgreSQL

    Database

  • TensorFlow

    AI & Image Processing

  • HL7/FHIR

    Integrations

  • Appium

    Testing & QA

  • HashiCorp Vault

    Security & Compliance

  • Firebase Cloud Messaging

    Notifications & Messaging

Conclusion

Want a Smarter and AI-led Diagnostics Platform?

AppsChopper helped UrynX evolve NeuCup from a single-purpose urinalysis product into a connected digital health platform spanning at-home and point-of-care testing. By integrating nicotine testing and Streamline AU into one unified ecosystem, the platform now delivers faster results and stronger engagement.

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