Itzamna: A multimodal artificial intelligence platform for comprehensive transversal skills assessment
Jared D. T. Guerrero-Sosa, Francisco P. Romero, Víctor Hugo Menéndez Domínguez, Jesus Serrano‐Guerrero, Andrés Montoro-Montarroso, José Á. Olivas · SoftwareX · 2025
Transversal skills, such as decision-making, leadership, and creativity, are relevant in areas like education and recruitment. Traditional skill assessments often lack scalability and objectivity. This paper introduces a novel software tool for assessing transversal skills through multimodal video analysis using artificial intelligence. The tool extracts textual, audio, and visual cues to evaluate skills comprehensively. Fuzzy logic transforms quantitative data into meaningful linguistic labels for interpretability. The software includes a RESTful API with endpoints for video scoring and rule customisation, alongside user interfaces for uploading videos, receiving feedback, and defining rules. Results are provided in interpretable reports, offering a scalable solution for objective assessment.