The Challenge
Saudi medical residents had access to thick textbooks, static question banks, and recorded lectures — none of which prepared them for the live viva format of the real exam.
Board Reviews
Medical board exams are high-stakes and the old LMS playbook is static. We built one that practices with you — live AI examiners, adaptive question paths, viva-style oral simulations.
LMSAI AgentsHealthcare
Our Approach
We built an LMS around live AI examiner agents — voice and text — that simulate viva scenarios, adapt to each candidate's weak areas, and grade against the actual board rubric.
What We Actually Built
Two systems that turned exam prep from passive review into active rehearsal.
Adaptive Question Bank
A reviewable bank tagged against the official board curriculum, with paths that adjust to the candidate's accuracy and confidence in real time.
- Specialty-tagged stems reviewed by board examiners
- Spaced repetition and weak-area surfacing built in
Live AI Examiner Agents
Voice and text agents that run viva-style scenarios — pushing back, asking follow-ups, and grading against the actual board rubric.
- Conversational examiner with realistic interrupt patterns
- Rubric-aligned scoring with examiner-style feedback
Key Results
Higher confidence, higher pass rates, more hours practiced.
1.8x
Practice Hours per Resident
Residents log nearly twice as many active practice hours as they did with the previous static review platform.
2.4k
Active Residents
94%
First-Sitting Pass Rate
Reviewed By Board Examiners
Every question and rubric was vetted by serving Saudi board examiners before reaching a resident's screen.
P
Programme Director
Saudi Board Residency Programme
"The AI examiner mode is the difference between feeling ready and being ready. My residents walk into the real viva already calibrated."
Client Collaboration
We worked side-by-side with serving board examiners and residency programme directors — every prompt, every rubric, every scenario was reviewed before it shipped.
"They didn't bolt AI onto an off-the-shelf LMS. They built around what a viva actually feels like, with examiners in the loop from week one."
F
Faculty Lead
Saudi Board Programme
"Rollout across multiple specialties was smooth because the platform was designed for clinical content from the start — not generic e-learning retrofitted to medicine."
C
Curriculum Director
Saudi Board Programme
What's Coming Next
Phase 2 extends Board Reviews across specialties, into peer practice, and into certification partnerships.
Specialty Expansion
Surgery, paediatrics, and internal medicine question banks plus their own examiner agent personas
Peer Practice Rooms
Residents pair up for live mock vivas with the AI examiner moderating and scoring both sides
Certification Partnerships
Direct integration with regional boards so platform hours and scores count toward formal certification
Ready when you are