RegScale is a controls lifecycle management platform that automates compliance and cybersecurity control processes. The platform manages the entire lifecycle of controls from configuration through monitoring and remediation. The system uses AI-powered tools including RegML Author for drafting controls to meet specific requirements and RegML Auditor for evaluating control effectiveness and suggesting improvements. The platform supports building controls universes, collecting evidence through automated integrations, assessing control effectiveness, and fixing control drift. RegScale provides continuous controls monitoring (CCM) capabilities to track control performance and compliance status. The platform includes governance mechanisms for decision-making, risk acceptance, and change management throughout the control lifecycle. The system enables collaboration between internal auditors, regulators, and other stakeholders through a unified platform with full visibility into control implementations. Organizations can configure processes to meet specific business requirements and automate evidence collection and documentation gathering. RegScale addresses risk management as a continuous process integrated within the controls monitoring framework, enabling proactive identification and remediation of vulnerabilities and compliance gaps.