Case Study

AI-Powered Exam Preparation & Recruiter Platform

The challenge

The product needed to go far beyond a standard LMS quiz page. Learners needed realistic practice modes, explanations, progress history and weak-area guidance, while recruiters needed controlled visibility into the people they support.

Administrators also needed an efficient way to manage large question banks and moderation status.

What we built

  • Custom training grid
  • Fully customized quiz experience
  • Quick drill, simulation and weak-area practice modes
  • Mass CSV question importer
  • Question moderation workflow
  • Score and accuracy tracking
  • Weak / Developing / Strong classifications
  • Recruiter portal and connection requests
  • Recruiter performance dashboard
  • One-to-one communication
  • Free and paid membership access
  • WooCommerce and Stripe subscriptions
  • Admin portal for users, questions and analytics

How the system works

Learners complete practice and assessments through custom interfaces built around the underlying LMS engine. Performance is stored over time so the platform can surface weak areas and guide future practice.

Recruiters only gain access after a learner approves the connection, creating a controlled relationship between performance tracking and recruiter support.

Architecture & technology

WordPress provides the broader application shell, LearnDash the learning and quiz foundation, WooCommerce/Stripe the commercial layer and custom development the learner, recruiter, reporting and import workflows.

The architecture was designed to support future adaptive learning, AI tutoring, expanded reporting and additional subject coverage.

  • WordPress
  • LearnDash
  • WooCommerce
  • Stripe
  • Custom quiz UI
  • Bulk imports
  • Reporting
  • Recruiter portal
  • Membership access

Outcome & impact

The result is a productized learning environment that combines assessment, personalized performance insight and recruiter visibility without forcing users through a default LMS experience.

The client identity remains confidential.

Relevant experience

  • Assessment platforms
  • LearnDash
  • Custom LMS UX
  • Question banks
  • Bulk imports
  • Performance tracking
  • Recruiter workflows
  • Memberships
  • Subscriptions

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