Overview
UrynX partnered with Apps Chopper to build and expand NeuCup, an AI-powered diagnostic platform designed to modernize urinalysis workflows and make testing faster, more accessible, and clinically actionable. The goal was to replace slow and fragmented lab-based testing processes with a connected digital ecosystem that supports both at-home testing and clinic workflows.
As the platform evolved, Apps Chopper supported UrynX in extending the NeuCup solution to include a new nicotine testing product and Streamline AU, enabling broader diagnostic coverage and improved clinical utility while keeping the experience unified across patient, provider, and operational stakeholders.
The Client
UrynX is a healthcare diagnostics company focused on enabling rapid, affordable, and accurate urinalysis through AI-assisted interpretation and mobile-first workflows. The organization serves patients, providers, and healthcare networks that require faster testing turnaround, improved compliance visibility, and scalable digital tools that reduce dependency on traditional lab delays.
Their mission is centered on improving patient outcomes through convenient diagnostics and streamlining how care teams access and act on results.
The Challenge
Before expanding the platform, UrynX faced several operational and market limitations that restricted scale and adoption:
Traditional urinalysis workflows created delays between sample collection and actionable results
Testing processes required too much manual coordination between users and care teams
Limited visibility into patient completion, progress, and follow-up readiness
Need to support multiple product lines without creating separate apps or fragmented user experiences
Requirement for secure, compliant data handling across both consumer and clinical environments
Increasing demand for additional testing capabilities such as nicotine exposure screening
Key Objectives
The platform expansion needed to accomplish several strategic goals:
Enhance NeuCup’s diagnostic capabilities while keeping the user experience consistent
Introduce a nicotine testing workflow that integrates directly into existing at-home testing processes
Support Streamline AU as a clinic-friendly workflow extension without creating a separate system
Improve provider access to faster, clearer, and more actionable reporting
Maintain strong compliance and security controls for all test-related data
Ensure scalability for future test kits, modules, and device-driven workflows
Our Approach
Strategy & Discovery
Apps Chopper worked closely with UrynX to evaluate existing NeuCup workflows and map the new product expansion into a single cohesive platform. This included:
Stakeholder discovery and workflow mapping across patient and provider journeys
Review of diagnostic result lifecycle from capture to reporting
Assessment of how nicotine testing and Streamline AU could be integrated without platform fragmentation
Security and compliance planning to ensure safe data movement across all modules
Building the Digital Platform
Apps Chopper structured NeuCup as a unified diagnostic ecosystem designed for long-term product expansion. The platform was developed to support:
At-home testing workflows with guided steps and real-time usability support
AI-driven image capture and result processing pipelines
Role-based experiences for patients, providers, and administrators
A scalable architecture capable of supporting additional testing kits and clinical tools
Integrations & Core Functionality
The expanded NeuCup platform supports a complete diagnostic lifecycle across home and clinic settings through integrated modules, including:
Guided test workflows with step-by-step mobile instructions
Secure result storage and clinician-ready reporting
Patient notifications and reminders to improve completion rates
Real-time visibility into test progress and status
Expansion-ready workflows for new diagnostic kits and product lines
Nicotine Product Expansion (New Capability)
As part of the platform evolution, Apps Chopper integrated support for UrynX’s new nicotine testing product into the existing NeuCup experience. This expansion enabled users to complete nicotine exposure screening as part of the same guided testing workflow used for urinalysis.
The enhancement was designed to extend the platform’s usability for providers focused on wellness monitoring, cessation programs, and patient compliance tracking while maintaining a seamless and user-friendly experience.
AI-Powered Analysis
Enabled intelligent analysis capabilities to enhance testing accuracy and improve overall diagnostic efficiency.
Image Recognition
Integrated advanced image recognition technology to support accurate test interpretation and streamlined workflows.
Real-Time Sample Assessment
Enabled real-time sample assessment for faster insights and improved provider decision-making.
User-Friendly Interface
Maintained a simple and intuitive interface to ensure a seamless testing experience for all users.
Secure Data Storage
Ensured protected and compliant storage of sensitive patient testing data and clinical records.
Streamline AU Integration (Clinic Workflow Expansion)
Apps Chopper also supported integration of Streamline AU into the platform ecosystem, enabling UrynX to extend its diagnostic model beyond home use and into point-of-care environments.
Streamline AU introduced capabilities such as:Clinic-friendly urinalysis workflows optimized for staff efficiency
App-driven analysis and reporting designed to reduce manual overhead
Faster diagnostic turnaround for clinical teams
A lower operational burden approach compared to traditional analyzer workflows
By integrating Streamline AU into the same broader ecosystem, UrynX could support both consumer testing and clinical operations without requiring disconnected tools or separate reporting environments.
Compliance, Security & Optimization
Apps Chopper ensured the expanded platform remained secure, reliable, and ready for healthcare environments by implementing:
Secure authentication and controlled access workflows
Protected diagnostic data handling and encrypted transmission
Compliance-aligned system architecture to support regulated healthcare operations
Performance optimization to support real-time processing and responsive user experiences
Scalable infrastructure planning to support increased test volume and new product additions
Solution Delivered
Apps Chopper delivered an expanded NeuCup ecosystem capable of supporting both home diagnostics and clinical workflows.
Mobile ApplicationsGuided at-home urinalysis testing workflows
Nicotine testing workflow integration into the same user journey
Step-by-step instructions and test completion support
Secure result access and reporting visibility
Notifications and reminders to improve completion rates
Administrative visibility into test activity and platform usage
Provider-ready access to results and reporting
Role-based access control for operational oversight
Clinic-oriented diagnostic workflow integration
Staff-friendly reporting support and operational efficiency features
Unified ecosystem positioning with the broader UrynX platform
Scalable backend systems to support multi-product expansion
Secure data processing and test lifecycle tracking
Expansion-ready architecture for future diagnostic kits and modules
Results and Outcomes
After rigorous development and testing phases, the enhanced NeuCup platform emerged as a pioneering AI-driven solution in urine strip and nicotine testing. Its intuitive interface, advanced AI capabilities, and seamless workflow support helped UrynX expand its diagnostic offerings while maintaining a unified user experience.
The platform received strong recognition from both users and healthcare professionals for improving accessibility, efficiency, and diagnostic reliability.
Instant Results: A New Industry Standard
- The mobile scan delivers immediate diagnostic results for users.
- Faster turnaround compared to traditional lab-based processes that can take 2–10 business days.
- Improved clinical efficiency through quicker reporting and streamlined follow-up readiness.
AI-Driven Innovation
- Introduced AI-powered urine strip testing for at-home and clinical diagnostics.
- Expanded diagnostic coverage through nicotine testing integration.
- Set a new benchmark for accuracy, reliability, and scalability in urine analysis.
Enhanced User Experience
- Reduced image recognition errors for both mobile-captured and uploaded images.
- Improved usability with seamless photo uploads and simplified workflows.
- Created a scalable platform foundation that supports additional products without requiring separate systems
Value Delivered
UrynX was able to introduce nicotine screening into the same ecosystem without disrupting the core NeuCup experience.
Patients gained the ability to complete advanced testing workflows remotely while staying connected to provider review processes.
Streamline AU enabled clinic staff to reduce friction in urinalysis workflows and access results faster.
Apps Chopper delivered a platform structure that supports future test kits and new healthcare product lines.
The platform was built with secure data handling and healthcare-grade protection to support regulated workflows.
Technology Stack
Frontend / Backend
Laravel
React
Python
Databases
MySql
Cloud
AWS
Testing
Testing Meter
Testing Soanrqube
Conclusion
Apps Chopper helped UrynX expand NeuCup from a digital urinalysis product into a broader diagnostics ecosystem by integrating nicotine testing and Streamline AU into the same unified platform. The result is a scalable solution that supports both at-home patient testing and clinic-based workflows while delivering faster results, improved operational visibility, and a stronger foundation for future product growth.
By enabling a connected and expansion-ready diagnostic experience, Apps Chopper positioned UrynX to accelerate adoption, increase provider value, and scale new healthcare innovations through one cohesive digital platform.
