

A client conducting a multi-centre vaccine trial required real-time monitoring of adverse events (AEs) across participating sites. Relying on static listings and manual reports caused delays in detecting and responding to potential safety signals, creating risk in trial oversight.
Our team designed and implemented a custom Shiny dashboard that pulled daily data from the electronic data capture (EDC) system. It featured interactive filters by site, age group, and treatment arm, enabling granular safety review. Statistical process control (SPC) logic flagged unusual AE spikes, while automated R Markdown reports provided dynamic visualizations and timely updates for trial stakeholders.
The solution enabled near real-time monitoring of safety data, allowing the client to quickly detect and escalate serious adverse events (SAEs). It significantly improved visibility across sites, enhanced stakeholder communication, and strengthened pharmacovigilance workflows during the trial.
A client conducting a multi-centre vaccine trial required real-time monitoring of adverse events (AEs) across participating sites. Relying on static listings and manual reports caused delays in detecting and responding to potential safety signals, creating risk in trial oversight.
Our team designed and implemented a custom Shiny dashboard that pulled daily data from the electronic data capture (EDC) system. It featured interactive filters by site, age group, and treatment arm, enabling granular safety review. Statistical process control (SPC) logic flagged unusual AE spikes, while automated R Markdown reports provided dynamic visualizations and timely updates for trial stakeholders.
The solution enabled near real-time monitoring of safety data, allowing the client to quickly detect and escalate serious adverse events (SAEs). It significantly improved visibility across sites, enhanced stakeholder communication, and strengthened pharmacovigilance workflows during the trial.
Headquartered in New Jersey, Rang Technologies has dedicated over a decade delivering innovative solutions and best talent to help businesses get the most out of the latest technologies in their digital transformation journey. Rang Technologies has grown to become a global leader in Analytics, Data Science, Artificial Intelligence, Machine Learning, Salesforce CRM, Cloud, DevOps, Internet of Things (IoT), Cybersecurity, IT Consulting and Staffing, and Corporate Training. Our clients, which include Fortune 500 to Start-up companies, come from a wide array of industries, including pharmaceuticals, healthcare, retail, technology, BFSI, media, automobile, manufacturing, and several others. Our clients know they can rely on Rang Technologies to deliver customized and comprehensive digital solutions and talent to complement their business and technical objectives.