detection, and anti-cheating controls to help maintain the integrity of assessments. Evaltrix provides detailed analytics and performance metrics on individual candidates so that technical teams can compare skills and identify suitable talent. The system is designed to support data-driven hiring decisions and streamline assessment workflows in engineering-focused roles. It serves organizations that need to manage technical hiring at scale across software and technology-related positions.