Training Healthcare Workers Where It Matters Most: Doctors with Africa CUAMM

Outgrowing Moodle: Why Legacy Platforms Fall Short in Low-Resource Environments

CUAMM had been delivering JIT through a Moodle instance managed by a third-party partner. On paper, it worked. In practice - in the field - it did not.

The problems were structural. Learners across rural Africa face unstable and limited internet connectivity. Moodle's architecture struggled under these conditions, creating usability issues that turned a training program into a source of frustration for the very professionals it was meant to support. Healthcare workers trying to complete modules on Android smartphones - often their only device - encountered an experience that was not designed for them. The platform was slow, difficult to manage, and required high-speed internet - a luxury in many of the contexts where CUAMM operates.

CUAMM conducted their own research and concluded that Open edX was the most promising open source LMS for what they needed: scalable, mobile-ready, multilingual, and built for large international audiences. They came to Abstract-Technology through the Open edX partner network, and we began working together in late 2025 on a complete Moodle to Open edX migration.

The Solution: A Fully Managed Platform, End to End

CUAMM had no internal technical infrastructure and no IT team to manage a learning platform. They needed a B2B e-learning infrastructure partner who could handle everything - from provisioning servers to configuring certificates to fixing upstream bugs in open-source components. That is exactly what we delivered.

Infrastructure & Performance

Open Source LMS Hosting on Hetzner Cloud. We provisioned and deployed a dedicated Open edX® instance on Hetzner Cloud - an independent, medium-sized server (not Kubernetes) with the ability to scale as needed. CUAMM's domain- training.doctorswithafrica.org - was configured with custom DNS routing, SMTP integration via Google for learner communications, and a CI/CD deployment pipeline managed through GitLab. The entire infrastructure - from Terraform provisioning to Ansible configuration - runs under our managed hosting model. CUAMM focuses on their mission, we handle the technology.

Mobile-First, Low-Bandwidth Optimization. The majority of CUAMM's learners access training from Android smartphones, often over unreliable connections. We optimized the platform for this reality: video content hosted on YouTube for efficient delivery with automatic transcript generation - critical for accessibility and low-bandwidth scenarios. The course follows a micro-learning structure, with content segmented into short, focused units that are easier to complete in interrupted sessions.

Moodle to Open edX Migration & Content Architecture. We migrated and restructured the entire JIT curriculum from Moodle into Open edX, transforming it into a seven-module program covering disaster medicine and public health emergencies. The course features recorded lectures, PDF resources, instructor profiles, assessments, discussion forums, and further reading materials - all organized into a micro-learning format designed for working professionals who cannot afford long uninterrupted study sessions.

Learning Experience & Localization

Full Multilingual Course Delivery. The JIT course launched in three languages - English, French, and Portuguese - with Italian added during the project and Swahili planned for the future. This is not cosmetic localization. Every layer of the platform - the interface, the course content, the assessments, and the certificates - was configured for full multilingual support. When a learner in Mozambique switches the platform to Portuguese, the entire experience follows.

Multilingual Certification Workflow. Every participant who passes the final assessment receives a digital Certificate of Attendance, co-branded with CUAMM and CRIMEDIM. The certificates are fully translated and automatically generated in the learner's language. For healthcare professionals, a verifiable credential is not a nice-to-have - it is professional recognition.

Custom Theming and Branding. The platform was themed to reflect CUAMM's institutional identity using a customized Indigo theme, including custom logo integration, branded color schemes, and interface adjustments - ensuring that learners experience the platform as a CUAMM training environment, not a generic LMS.

Operational Integrity

Analytics, Reporting & Custom Registration. We configured user analytics and monitoring to give CUAMM visibility into learner progress, completion rates, and engagement - the data they need to report to donors. Custom registration fields were implemented to capture professional profiles (role, country, organization), enabling CUAMM to understand exactly who their training is reaching and generate the reporting their stakeholders require.

Upstream Bug Fixes & Open Source Contribution. When we encountered issues - a discussion forum bug causing posts to disappear, a certificate generation configuration problem, registration field limitations in the authentication frontend - we did not work around them. We diagnosed the root causes, applied fixes, and contributed them back to the Open edX community. This is how we operate: every client benefits from the ecosystem, and the ecosystem benefits from every project.

The Result: Training at Scale, Where It's Needed Most

The JIT platform launched in early 2026, on schedule and on CUAMM's timeline. The 4th edition of JIT - now running on Open edX - is live and open for subscriptions.

The numbers tell part of the story. CUAMM's target is to reach 2,000 learners within two years, scaling to 3,000 and beyond. The platform is architecturally ready for this growth, with the flexibility to add new courses, new languages, and new content formats as CUAMM's training programs expand over their planned three-to-five-year project horizon.

But the real measure is in what this platform enables. A nurse in Mozambique can now complete emergency response training on her phone, in Portuguese, during breaks between shifts - and receive a recognized digital credential upon completion. A doctor in the Democratic Republic of Congo can do the same, in French. A community health worker in Uganda, in English. Same rigorous content. Same certification. Same quality of experience.

We will let CUAMM speak for themselves.

In Their Own Words

"Empowering healthcare professionals in sub-Saharan Africa has always been at the heart of Doctors with Africa CUAMM's mission. While our roots are in on-site training, the post-pandemic and the new technology era demanded a digital shift to reach those in the most remote, low-resource settings. We needed a partner who didn't just provide software, but understood the life-saving impact of accessible education.

Our initial attempts were hindered by a platform that was slow, difficult to manage, and required high-speed internet — a luxury in many of the contexts where we operate. Abstract-Technology completely transformed this experience. From our very first meeting, their team showed a genuine interest in our mission and a deep understanding of our technical challenges. They developed a tailored LMS for our 'Just in Time' emergency response training that is truly exceptional.

The new platform is a game-changer: it is intuitive, supports three languages, and is optimized for smartphone use, which is essential for our users in low-resource settings. Internally, the management of content and reporting is now seamless and efficient. Throughout the process, the support from the Abstract-Technology team was outstanding, guiding us from the initial technical definitions to the final launch with precision and care.

We are deeply grateful to the Abstract-Technology team for their step-by-step support. Thanks to this collaboration, we can now provide high-quality, accessible training to African healthcare professionals who are committed to improving the future of their countries."

— Valentina Isidoris,

Project Manager for International Relations Dep. ·

Doctors with Africa CUAMM

Why This Project Matters Beyond CUAMM

This project is a proof point for something we believe deeply: that the same rigor, reliability, and professionalism applied to university campus platforms belongs in every context where education has real-world consequences - and especially in contexts where the stakes are highest.

NGOs and international organizations face a specific set of challenges that most EdTech providers are not equipped to handle. Learners in low-connectivity environments. Multilingual audiences spanning continents. No internal IT capacity. Donor-driven timelines. The need for long-term platform sustainability, not just a one-off deployment.

Abstract-Technology delivers on all of these. We are a verified Open edX® Service Provider with deep experience in open source LMS hosting, Moodle to Open edX migration, and full-service B2B e-learning infrastructure for international organizations, universities, and public-sector institutions across Europe and beyond - from infrastructure provisioning and deployment through content migration, customization, multilingual configuration, analytics, and ongoing maintenance.

If your organization is training professionals in challenging environments and needs a platform that works as hard as they do - we would be glad to talk.