This Case Shows Specific Expertise. Find the Companies with the Skills Your Project Demands!

You're viewing one of tens of thousands of real cases compiled on Many.dev. Each case demonstrates specific, tangible expertise.

But how do you find the company that possesses the exact skills and experience needed for your project? Forget generic filters!

Our unique AI system allows you to describe your project in your own words and instantly get a list of companies that have already successfully applied that precise expertise in similar projects.

Create a free account to unlock powerful AI-powered search and connect with companies whose expertise directly matches your project's requirements.

Development of Scalable R Shiny Applications with Automated Reporting and Posit Ecosystem Integration

appsilon.com

Medical

Pharmaceuticals

Biotechnology

Challenges in Data Processing and Regulatory Compliance

Manual data aggregation from multiple sources, reliance on error-prone Excel workflows, lack of scalable reporting solutions, inefficient deployment processes, and compliance risks in GxP environments hindered operational efficiency and decision-making agility.

About the Client

Global pharmaceutical company focused on drug discovery and regulated research environments

Strategic Objectives for Data Modernization

Develop production-ready R Shiny applications for real-time analytics
Migrate from Shiny Server to Posit Connect for enhanced scalability
Implement Posit Package Manager for streamlined dependency management
Automate GxP-compliant reporting workflows
Reduce report generation time from weeks to minutes
Improve cross-team collaboration through centralized data access

Core System Requirements

Real-time data analytics dashboards with role-based access
Automated GxP-compliant report generation (PDF/Word with attachments)
User adoption monitoring dashboard
Version-controlled deployment pipeline
Integrated error tracking and audit logging
Multi-source data connector framework

Technology Stack

R Shiny

Posit Connect

Posit Package Manager

R Markdown

Shiny Modules

System Integrations

Legacy data warehouses
GxP-compliant document management systems
Active Directory authentication

Operational Requirements

24/7 high availability
Sub-30 second dashboard load times
Regulatory audit compliance
Role-based access control
Horizontal scalability

Expected Business Outcomes

Annual Product Reviews reduced from 8 weeks to real-time generation, 90% reduction in manual reporting errors, 30-second application load times enabling faster decision-making, and 50% increase in cross-functional team productivity through centralized data access.