Auto-Labeling - Pharmacovigilance software; Drug Safety Database

Need for this

In pharmacovigilance, for every drug-event combination, different countries or regulatory agencies are required to check the appropriate label. Doing this manual takes a lot of time and can easily lead to mistakes, affecting the quality and accuracy of the data. It is important to make sure the right labels are used across different regions to meet rules and keep the data reliable.

How it Benefits

Increased Accuracy and Quality

Automating the labeling process reduces the chances of human error, ensuring correct and consistent labeling

Time Savings

Tasks that used to take hours can now be completed in minutes, speeding up workflows and freeing time for more critical tasks.

Faster Compliance

Automated labeling ensures that records are accurate and up to date, making it easier to meet regulatory deadlines without last-minute pressure.

Improved Workflow Efficiency

Automation minimizes delays and keeps processes running smoothly, preventing bottlenecks that might occur with manual tasks.

How we are using this in our product

PvEdge reduces the need for manual labeling by guiding users with accurate suggestions for drug-event pairs. It ensures smooth workflows while staying aligned with regulatory requirements.

Result of Implementation of Auto-Labeling

Our clients reviewed the auto-labeling feature for improving label accuracy and consistency, enhancing data reliability. They have experienced a significant reduction in the time required for labelling tasks. Additionally, value how this feature simplifies compliance with regulatory requirements across various countries, leading to greater overall efficiency and satisfaction.