Thalorin Continuous ATO is a platform designed to help Department of Defense organizations achieve and maintain continuous Authorization to Operate (cATO) status. The platform addresses the three pillars mandated by DoD cATO evaluation criteria: continuous monitoring, active cyber defense, and DevSecOps integration. The platform provides real-time visibility into security control effectiveness through automated scanning, log aggregation, and anomaly detection. It maintains a unified dashboard showing current compliance state across all security controls with automated alerting on control degradation. Thalorin integrates with CI/CD toolchains to aggregate security findings from pipeline stages, track remediation activities, and automatically generate evidence trails demonstrating ongoing compliance. The platform connects to existing security tools including scanners, SIEM systems, and configuration management tools. The platform is built to support DoD software factories including Platform One, Black Pearl, Kessel Run, and Army Software Factory. It tracks inherited controls from platform-level authorizations and monitors tenant-specific implementations. Thalorin provides authorization-relevant dashboards that translate technical telemetry into views showing control status, risk decisions, and authorization impact. The platform tracks metrics including Mean Time to Patch, guardrail pass rates, control drift rates, evidence freshness, and incident response times. The platform includes gap analysis capabilities, readiness scoring, and implementation workflows to guide organizations through the transition from traditional time-bounded ATO to continuous authorization status.