Tensor Networks

Software DevelopmentCalifornia, United States11-50 Employees

Tensor Networks, Inc. (“Tensor”) is an advanced AI and high-performance computing firm focused on operationalizing patented Pattern-of-Life (PoL) and sensor-fusion technologies for U.S. defense and critical-infrastructure missions. Within its SARAHAI™ situational-awareness platform and AI Ramp (AIRamp-Accel) acceleration stack, Tensor implements the core methods of U.S. Patent No. 9,696,404—real-time multi-sensor tracking and motion-vector fusion—and U.S. Patent No. 11,308,384 B1—Kernel Density Estimation (KDE)-driven multidimensional Pattern-of-Life modeling and anomaly detection—to transform raw video, telemetry, RF, and geospatial data into predictive intelligence. In SARAHAI, these capabilities enable persistent track refinement, density-based behavioral baselining, forecasted threat scoring, and cross-domain sensor correlation for perimeter defense, C-UAS detection, and mission-critical infrastructure protection. In AI Ramp, the same PoL and predictive frameworks are embedded at the GPU acceleration layer to prefetch, compress, and prioritize data flows across CUDA and ROCm clusters, increasing decision speed and operational tempo. Together, these patented implementations enhance deterrence by delivering faster anomaly identification, earlier adversary pattern recognition, and decisive command-level situational awareness—providing the Department of War with a measurable advantage in dominating Red Team adversaries through superior predictive intelligence and force-multiplying automation.

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