KeyCaliber Platform is a security stack analysis and coverage intelligence solution that aggregates and analyzes security logs from multiple security tools to provide unified visibility across an organization's security infrastructure. The platform consumes logs from EDR, vulnerability scanners, firewalls, IAM systems, and other security products to create a comprehensive asset inventory. The platform parses security logs to identify all network-addressable compute instances, then correlates and de-duplicates assets to create aggregated profiles. It applies AI/ML algorithms and analytics to asset data to generate impact scores, risk scores, connection mappings, and security coverage assessments for each asset. KeyCaliber identifies coverage gaps where security controls are missing, misconfigured, or not deployed, as well as coverage overlaps that indicate redundant tools and duplicated capabilities. The platform provides visibility across cloud, on-premises, IT, OT, and shadow IT environments. The solution automatically identifies critical assets based on business impact and maps application dependencies to show which assets support business-critical applications. It prioritizes vulnerabilities and security alerts based on business impact rather than severity scores alone. The platform generates dashboards and reports showing ranked lists of the most critical assets, highest risk assets, most urgent vulnerabilities, and most serious alerts. It is designed for security architects and IT/security leaders who need a single source of truth for assets, controls, gaps, and overlaps across their security stack.