What challenges did Médica Panamericana face before AI implementation?

Traditional one-size-fits-all exam preparation did not adapt to individual learning pace or student weaknesses. Médica Panamericana needed a more personalized way to generate practice content and support high-stakes exam preparation. The team also needed to improve accessibility for students with visual impairments or other disabilities.

What was the impact of the AI solution?

The platform is used by 1,200+ medical students. The AI-driven approach improves learning experience and helps students prepare more effectively for the MIR exam. Accessibility content generation reduces manual effort and improves inclusion for learners with disabilities.

Rank#2,168of 3,449

Source

Evidence: Low25/100

Médica Panamericana (PROMIR) uses AWS generative AI on Amazon EKS to create personalized medical exam study tutor

Use case typePersonalized learningUpdated Jun 13, 2026

Médica Panamericana, in technical partnership with BinPar, developed PROMIR, a 100% online preparation system for Spain's MIR residency entrance examination. The platform uses generative AI running fully on AWS to create personalized questions, case studies, and learning materials based on each student's performance, learning patterns, strengths, and weaknesses. The solution is designed to improve accessibility by automatically generating alternative text, audio versions, and other accessibility features for learners with disabilities.

Organization: Médica Panamericana
Industry: Education
Location: Spain
Published: August 2024

Reported outcomes

Strategic outcomes

New product / capabilityCreated personalized AI study tutorCustomer experience & trustImproved exam preparation experienceCustomer experience & trustExpanded accessibility for disabled learners

Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks

Customer: Médica Panamericana, PROMIR
Provider: AWS
Maturity: Unknown
Linked source: AWS Public Sector Blog

No explicit deployment-stage evidence found.

Customer identity supportedSource describes one deploymentMaturity evidence evaluated

Primary read

Use case focus

Showing 3 of 3

1Personalized learning
2Content generation
3Accessibility

Traditional one-size-fits-all exam preparation did not adapt to individual learning pace or student weaknesses.
Médica Panamericana needed a more personalized way to generate practice content and support high-stakes exam preparation.
The team also needed to improve accessibility for students with visual impairments or other disabilities.

The solution runs fully on AWS using Amazon Elastic Kubernetes Service (Amazon EKS).
Generative AI creates a wide range of practice questions, case studies, and learning materials tailored to each student's progress and learning patterns.
The platform also automatically generates alternative text, audio versions, and other accessibility features.
PROMIR combines predictive AI and generative AI to personalize the learning experience and provide a virtual tutor throughout preparation.

Technologies

Amazon Elastic Kubernetes Service Generative AI

The platform is used by 1,200+ medical students.
The AI-driven approach improves learning experience and helps students prepare more effectively for the MIR exam.
Accessibility content generation reduces manual effort and improves inclusion for learners with disabilities.

Implementation partners1

BinPar

Sources & evidence1

Evidence: Low25/100Evidence strength