
The market impact of SARAHAI extends beyond conventional security deployments into smart cities, critical infrastructure protection, and national security initiatives. Its ability to seamlessly integrate with IoT sensors, detect abnormal patterns, and forecast potential threats makes it ideal for high-risk environments such as airports, seaports, transportation hubs, and large-scale public venues. By replacing legacy surveillance with AI-powered intelligence, SARAHAI disrupts the $50B+ global video surveillance and security analytics market, shifting the paradigm from reactive investigation to AI-driven prevention.
Key Features
• Predictive & Proactive AI for early warning • Autonomous PTZ control (AI-based object tracking) • IoT sensor integration (≥80 dB + advanced classification) • Multilingual STT & translation (Spanish, Mandarin, Russian, French, Arabic) • AI-assisted decision recommendations & threat scoring • Chain-of-Custody & CJIS alignment (encrypted/hashing evidence, secure logs) • Single-file codebase with graceful fallback for missing deps • Enhanced UI & logs for a world-class situational-awareness solution • Indefinite USB webcam + file-based video import with thumbnails • YouTube streaming logic (via yt_dlp) with fallback thumbnails • AudioManager for local mic & RTSP audio capture, integrated with PoL • Thumbnails + record start/stop per stream • Pinned dependencies + Conda environment management • Docker support for containerized deployments on Win11 or Ubuntu 22.04 • Improved GPU detection for NVIDIA or AMD; gracefully defaults to CPU if none • Unique naming for anomaly snippet files (avoiding overwrites) • Limited PoL DB retrieval for performance • Additional patent-derived optical flow transform & Kalman filtering (single-camera PTZ) • Autonomous fallback for low-light or fast-moving objects • Adaptive zoom logic to keep fast-moving/low-light targets centered • Extended multi-dimensional PoL analysis (numeric/spatial/categorical) derived from Patent 11,308,384 • Automated dimension-precision & threshold selection for minimal user input • Support for aggregated & collective anomalies (enterprise C4ISR readiness)

Smart City
Increased autonomy for better outcomes.

Agentic AI
Patterns are essential to next-level Generative AI.

Network
Patterns in network anomalies secure our future.

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