Tuskira is a cybersecurity platform that provides AI-driven security operations through what it terms an "AI-Powered Defense Mesh." The platform is designed to address fragmentation across enterprise security tooling by ingesting and normalizing telemetry from over 150 integrations, including SIEM, EDR, CSPM, IAM, WAF, GRC systems, and cloud configurations, into a unified semantic layer. A core capability of the platform is the construction of a live digital twin of the customer's environment. Attack paths are continuously simulated and tested against existing defenses to determine which vulnerabilities are genuinely exploitable versus theoretical. Tuskira deploys role-based AI Analysts covering functions such as vulnerability management, zero-day analysis, threat advisory, and remediation. These analysts automate triage tasks across Tier 1 through Tier 3 SOC operations, correlate alerts with contextual data, and automatically tune defenses. The platform claims to reduce alert noise by 98% and attack paths by 60%, with a 5-minute triage time for validated threats. The platform operates on a closed-loop feedback model, where simulation outcomes, analyst actions, and posture drift continuously feed back into the system to improve detection and response over time. Use cases include continuous defense validation, threat exposure management (CTEM), autonomous SOC operations, and DevSecOps and compliance automation. Target customers include enterprises in financial services, manufacturing, healthcare, and consumer services. Investors include Intel Capital, Wipro, Sorenson, Rain Capital, and SYN Ventures.