Source: [Music learning platform](https://treenodes.com/case-studies/music-learning/) This Markdown version is generated from the public page. Visit the source for interactive examples and full-size visuals. [Projects](https://treenodes.com/case-studies/) TREENODES · Music learning and applied AI # Music learning platform A complete music learning platform across web, iOS, iPad and Android, connecting course information, data processing and visualisation with personalised learning paths and certification. **Browse all projects** ## TreeNodes’ contribution Complete project delivery: requirements analysis, technology evaluation, software architecture, web and native apps, backend, APIs and databases. **Status** Completed Music learning platform project views ![Music learning native app views on a tablet and phone, showing a sound design pathway, coursework, progress charts and recommended next activities.](https://treenodes.com/assets/projects/aligned/05-music-native-apps.webp?v=69f5d797937d) **Native iPad, iOS and Android Apps** Coursework, progress and next activities across the delivered iPad, iOS and Android learning experience. Portfolio presentation with sample data; identities omitted under NDA. ![Music learning dashboard with path progress, practice rhythm, current focus, recommended activities and a table of learning units.](https://treenodes.com/assets/projects/aligned/06-music-learning.webp?v=a32d98af19aa) **Progress and AI Recommendations** Learning paths connect progress, course units and AI recommendations. Portfolio presentation with sample data; identities omitted under NDA. ![Music learning data workspace showing connected institutional sources, import processing, recent activity and a queue of records requiring review.](https://treenodes.com/assets/projects/aligned/07-music-data-workspace.webp?v=57443014f953) **Data Processing and Institutional Sources** Institutional sources, import processing and review queues support structured learning data. Portfolio presentation with sample data; identities omitted under NDA. ![Music learning curriculum map linking listening skills to a learning outcome, a transferable skill and a subject topic, with linked records and review controls.](https://treenodes.com/assets/projects/aligned/08-music-relationships.webp?v=83619d6518f7) **Curriculum Relationships and Visualisation** Curriculum relationships connect learning outcomes, transferable skills and subject topics. Portfolio presentation with sample data; identities omitted under NDA. ![Edited music-learning analytics interface with a monthly attendance chart and learner observations](https://treenodes.com/assets/projects/music-attendance-insights.webp?v=1a5f70a82c0e) **Attendance and learner insights** Edited archive interface: attendance trends and learner observations support review within the learning experience. Every learner, percentage and observation shown is fictional demonstration data; confidential identities are omitted. ![Edited music-platform curriculum editor with course information, prerequisites and course details](https://treenodes.com/assets/projects/music-curriculum-editor.webp?v=f4b7eccacb39) **Curriculum editor** Edited archive interface showing curriculum information, prerequisites and course details. All displayed values are fictional demonstration data; confidential identities are omitted. THE PROJECT ## Purpose and scope This was the largest project in our portfolio. The platform brought together course information from an educational institution’s databases, spreadsheets and other data sources. Data processing and visualisation helped make that information useful across the learning experience, with relationships connecting courses, curriculum and learners. AI personalised course and learning path recommendations using student scores, interests, behaviour and learner characteristics. Musicians could follow those paths, explore courses and gain certification. The Swift apps for iOS and iPad and Kotlin apps for Android were delivered alongside the web platform by early 2026. Delivered under NDA. Client, platform and institution identities are not disclosed. **Sector** Music learning and applied AI **Project history** 2023–early 2026 **Technology** C# · GraphQL · Swift for iOS and iPad · Kotlin for Android · Open-source AI API **Applied AI** Course and learning path recommendations ### Requirements and analysis We analysed the learning journey, from discovering courses and following a learning path to certification. The requirements connected information from different institutional sources with the student scores, interests, behaviour and characteristics used to inform recommendations. ### Software architecture and data We designed the complete system around the relationships between course, curriculum and learner information. The architecture connected data processing and visualisation with the web and native interfaces, backend, APIs and databases. GraphQL supported application data access; an open-source AI API provided course and learning path recommendations. ### Web and native implementation We implemented the complete web platform, Swift apps for iOS and iPad, Kotlin apps for Android, backend, APIs and databases. The delivered software connected the institution’s different data sources with visualisation, personalised learning paths, course exploration and certification. ### Completed delivery TreeNodes carried the project from its initial analysis in 2023 through complete software delivery by early 2026, including both the web platform and native apps. APPLIED AI IN THE LEARNING EXPERIENCE ## From course information to a personalised learning path. The recommendation capability connected the institution’s course information with each learner’s scores, interests, behaviour and characteristics, as part of the complete platform TreeNodes delivered. [Explore Applied AI](https://treenodes.com/applied-ai/) Music learning platform **Inputs** Course and learning informationDatabases, spreadsheets and other sources from an educational institution **AI** Course and learning path recommendationsStudent scores, interests, behaviour and learner characteristics **Learning** Learning and certificationMusicians follow personalised learning paths, explore courses and gain certification Functional overview of the delivered platform. Client, platform and institution details remain confidential under NDA. RELATED SERVICES ## Explore the services behind this work. - [Business & systems analysis](https://treenodes.com/services/business-systems-analysis/) - [Software architecture](https://treenodes.com/services/software-architecture/) - [Web, mobile & business software](https://treenodes.com/services/software-development/) - [Applied AI](https://treenodes.com/applied-ai/) LET’S TALK ## What would you like to build or improve? Tell us about the business process, the software you need or the system already in use. We can discuss analysis, architecture, implementation and ongoing technical support. [Discuss a project](https://treenodes.com/contact/) [Explore our services](https://treenodes.com/services/)