AI-based Quiz Creation

Need for this

Training in the pharmaceutical industry must be accurate, consistent, and aligned with the latest SOPs and regulatory guidelines. Traditional Training Management System (TMS) requires Quality SMEs or Trainers to manually create question banks for post-training assessments. However, Manual quiz creation is time-consuming activity which requires trainers to ensure content relevance and consistency aligned with SOPs, Work Instructions, Guidelines, and product training material. With QEdge AI-based Quiz Creation, Question bank is generated automatically directly from your training material saving time and improving training effectiveness. 

How it Benefits  

Jumbled Quizzes & Options

Automatically generates quiz questions from training materials, reducing manual question bank creation time

Training Evaluation & Compliance

Ensures standardized difficulty levels and question formats across the organization

Ensures that questions cover critical control points, requirements, and risk-sensitive process steps

Better resource management

Auto updates question banks whenever training materials get revised

Helps maintain alignment with regulatory training requirements (e.g., FDA, EMA, ICH, WHO etc.)

Process Diagram

Upload the training material to the TMS

AI analyses the content and identifies key learning points along with instructions

Question bank is automatically generated

Training coordinator reviews and finalizes the questions

Quiz is assigned to employees and completed

System auto-scores and updates competency records

AI-based Quiz creation with QEdge

QEdge TMS integrates an AI-driven content understanding model that analyses the uploaded training document and converts key concepts into standardized assessment questions. It uses concept extraction algorithm to detect critical instructions, limits, and procedural checkpoints providing configurable difficulty levels and number of questions. The solution allows training coordinators to generate multiple question types such as Multiple Choice, True or False, Identification & Terminology Recall or Step-Sequence Questions ensuring timely employee upskilling while maintaining compliance with industry regulations. 

Results of Implementation

0 %

reduction in Quiz creation time 

0 %

improvement in knowledge retention

0 %

improvement in retraining compliance

0 %

improvement in employee learning engagement

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improvement in correct use of SOP-defined process steps