adversarial simulation

Ad hoc Research builds governed AI and digital twin platforms for U.S. Government agencies and enterprises. Its DarkStax platform combines digital twins, cognitive agents, and governed workflows so organizations can simulate and validate decisions before deployment. The company was founded by engineers, veterans, and technologists and serves defense, telecom, and public sector clients.

AI assurance and validationcloud, hybrid, edge, and air-gapped deploymentcognitive agent orchestrationcyber range simulationdigital twin modelinghuman-in-the-loop automationlow/no-code workflow modelingred team automationsecure integration

Alpha Origin is an operational engineering team drawn from Special Operations and national laboratories. They test, validate and harden systems that run modern civilization, including AI campuses, subsea networks, power infrastructure, and global interconnects. Their work spans digital twins for zero-downtime testing, nation-state-level adversarial simulation, and resilient architectural design for environments where downtime is not acceptable.

architecture validationdigital twinsresilient architectural designzero-impact simulation

Circuit Breaker Labs provides AI safety evaluation and red-teaming for conversational and generative AI. It runs clinically-realistic, multi-turn adversarial simulations (100,000+ user-interactions) to uncover hidden failures, then delivers audit reports with failure patterns and remediation recommendations. The company states it is approved for government use and has presented research at APA and FDA.

agentic red-teamingAI safety evaluationaudit reportingcontinuous monitoring

Irys delivers AI-native cybersecurity, resilient IT, and adversarial simulation to modernize systems for defense, governments, and Fortune 1000 enterprises. Its products include Irys Case Manager, an AI-powered case management platform, and it provides solutions for FOIA and public records, eDiscovery, redaction, workflow modernization, and mission systems. The company acquired DTSI, which has over 40 years of service supporting the Department of Defense.

AI EngineeringCybersecurityenterprise infrastructure modernizationfull-stack system engineeringlarge-scale system deploymentpredictive analyticsRed Teamingresilient ITzero-trust design

Frenos provides a fully simulated penetration testing platform for OT (operational technology) security. The platform builds a digital twin of a customer's OT environment and uses AI-native attack path analysis to simulate adversary behavior, validate attack paths, and prioritize risks, all on-prem with zero hardware, zero scanning, and zero downtime. It serves critical infrastructure and defense sectors including energy, manufacturing, government, and healthcare.

AI/ML on-prem processingattack-path analysisdigital twin modelingOT security posture validationsimulated penetration testingvulnerability prioritization