Ambient.ai, Actuate AI, Vintra (real-time threat detection).
Genetec, Milestone Systems, Avigilon (video management).
Plainsight, Roboflow (general CV tooling).
Palantir, Anduril (broader public safety AI).
Reinforcement learning for video intelligence deployed in classified defense environments (Lockheed Martin) represents training and operational data that civilian competitors have never accessed. Pilot deployments with Atlanta, Chicago, and St. Louis police departments create reference accounts in a procurement-cycle-driven market.
Using real-time video threat detection with deep learning, multimodal vision-language search for investigations, and RL-based alert triage.
AI SOC platform automating security triage, investigation, and response.
Torq is buying the SOAR replacement window with agents, workflow depth, and enterprise security distribution before legacy platforms reset the category.
Makes Earth visible 24/7 by converting radar satellite data into clear imagery through clouds.
SAR satellites see through clouds and darkness, but the data is unusable without expert interpretation. AxionOrbital's foundation model converts raw SAR into optical-quality imagery at 1/100th the cost of tasking an optical satellite, making 24/7 earth observation accessible to any buyer.
Builds space solar arrays that launch small and expand to football-field scale in orbit.
Space power demand is expected to grow 500x by 2030 (orbital datacenters, stations, lunar outposts), and no one can launch enough solar arrays to meet it. Beyond Reach's deployable structures expand from a dining table to a football field in orbit, with $175M+ in LOIs already signed.
Predicts satellite link failures 3-5 minutes ahead and reroutes automatically in under 2 seconds.
Satellite operators fight link failures reactively. ConstellationOS predicts failures 3-5 minutes ahead with over 90% accuracy and reroutes in under 2 seconds, and the founding team managed Starlink constellation health at SpaceX.