Auto MAIN is an innovative app designed to empower South African educators by providing a streamlined and effective way to conduct multilingual narrative assessments. Specifically tailored for young children, the app focuses on two of South Africa's official languages: Afrikaans and IsiXhosa.

The core functionality of Auto MAIN revolves around the Multilingual Assessment Instrument for Narratives (MAIN). This established protocol uses a series of six-picture sequences to prompt children to tell a story. The app's technology then takes over, automatically transcribing the child's oral narrative from the image prompts. This process eliminates the need for manual transcription, saving teachers significant time and effort.

Beyond simply transcribing, Auto MAIN uses a machine-learning model to analyze the transcribed stories. This analysis provides teachers with a range of data-driven insights into a child's narrative and comprehension skills. The app generates scores on various aspects of the narrative, such as structural complexity and cohesion. By doing so, it provides a comprehensive overview of a child's progress and development in key areas of early language and literacy.

One of the most valuable features of Auto MAIN is its ability to flag children who may require early intervention. The app's machine-learning system can identify potential red flags in a child's story, allowing teachers to provide targeted support and personalized learning plans.

By automating the assessment process, Auto MAIN not only makes it more efficient but also ensures consistency and objectivity. It allows teachers to focus on what they do best: teaching and building meaningful connections with their students, while the app handles the administrative burden of detailed assessments. This makes Auto MAIN a tool for supporting early language development in South Africa's diverse and multilingual classrooms.