SARAHAI-INFERENCE
SARAHAI serves as a critical AI asset in the defense against saboteurs and sleeper cells targeting military bases and critical infrastructure. By continuously learning and monitoring behavioral patterns across physical access, energy systems, network activity, and personnel movements, SARAHAI can detect subtle deviations that indicate insider threats long before traditional security systems would react. Leveraging patented pattern-of-life estimation and unsupervised anomaly detection, SARAHAI flags irregularities—such as unexpected presence, tampering attempts, or coordinated timing patterns—that signal pre-operational activity. This gives security forces and command units a real-time, predictive layer of defense to preempt attacks, neutralize insider threats, and safeguard mission-critical operations across defense installations and national infrastructure.

SARAHAI seamlessly transforms ordinary surveillance systems into AI-powered, intelligent security networks. By applying next-generation computer vision and deep learning models, SARAHAI performs real-time object detection, anomaly recognition, and pattern-of-life analysis across multiple camera feeds. Instead of passively recording footage, “dumb” cameras become active, alerting users to threats like firearms or suspicious behaviors. Automated alerts, situational awareness dashboards, and historical analytics enhance security operations and reduce response times. Whether safeguarding offices, public spaces, or critical infrastructure, SARAHAI’s cutting-edge AI delivers the insights needed to detect, adapt, and prevent incidents before they escalate.
Below is a SARAHAIv10.1 User Guide, covering minimum system requirements, installation, initial setup, and feature usage for both basic and advanced users.
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1. Introduction
SARAHAIv10.1 is a GPU-accelerated, AI-driven situational awareness platform that can upgrade existing CCTV or VSS (Video Surveillance Systems) with real-time anomaly detection, 24-stream monitoring, and Pattern-of-Life (PoL) analytics. Its modular design allows seamless integration with different types of cameras (ONVIF/RTSP/IP/USB), robust alerting (email/SMS), and advanced analytics (object detection, pattern-of-life, anomaly detection).