Modulos

Modulos is a responsible AI platform focused on providing rigorous robustness testing, fairness evaluation, and explainability capabilities for machine learning models. Founded in 2019 and headquartered in Lausanne, Switzerland, Modulos emerged from research at the Swiss Federal Institute of Technology (EPFL), one of Europe's premier technical universities, bringing strong academic rigor to the practical challenges of ensuring AI systems are reliable, fair, and transparent. The platform's core strength lies in its comprehensive robustness testing framework, which evaluates how AI models perform under various stress conditions including adversarial perturbations, distribution shifts, edge cases, and data quality variations. Modulos employs advanced testing methodologies derived from academic research to identify failure modes and vulnerabilities that standard testing approaches might miss. This thorough testing approach helps organizations understand the boundaries of their models' reliability and make informed decisions about deployment readiness. Modulos provides automated fairness and bias evaluation capabilities that assess model behavior across protected attributes, identifying potential discriminatory patterns in predictions. The platform generates detailed reports documenting test results, identified risks, and recommended mitigation strategies, supporting the documentation requirements of governance frameworks and regulatory standards. Explainability features help stakeholders understand model decision-making processes, supporting transparency requirements under frameworks such as the EU AI Act. The platform is delivered as a cloud-based solution with an API-driven architecture that integrates into existing ML development workflows. Modulos supports models built in popular frameworks including scikit-learn, TensorFlow, PyTorch, and XGBoost, enabling broad applicability across different model architectures and use cases. The company serves organizations ranging from SMBs to larger enterprises across Europe and globally. Modulos's European heritage and academic foundations give it a natural alignment with European regulatory frameworks and a reputation for technical depth. The company is well-positioned as regulations like the EU AI Act begin requiring conformity assessments for high-risk AI systems. However, as a smaller company, Modulos has more limited enterprise features, customer support resources, and brand recognition compared to larger competitors. Organizations seeking a technically rigorous robustness testing solution with strong European regulatory alignment will find Modulos a compelling option, particularly for organizations that value academic-quality testing methodologies in their AI governance toolkit.