TM
Patented AI Anomaly Detection
Pattern of Life Analysis with Kernel Density Estimation Platform
SARAHAI (Situational Awareness Response and Help AI) is a comprehensive system developed with two patented technologies that ingests multi-camera video feeds, detects and tracks objects using advanced YOLO-based detection and DeepSORT re-ID methods, and applies Tensor Networking to forecast future events or anomalies. It integrates real-time alerts via voice and text, stores bounding box and anomaly data in a PostgreSQL database, supports GIS-based mapping for visual awareness, and offers both a PyQt-based GUI and an asynchronous websockets approach for live streaming. This design provides turn-key anomaly detection and predictive analytics, enabling stakeholders—such as state/local government, utilities, and educational institutions—to quickly identify and respond to critical incidents.
Or, Build Your Data Science Services and Solutions with Protected IP Licensing
Learn More
SARAHAI the PoLA Platform
The SARAHAI platform empowers investigators and organizations to proactively combat state-sponsored threats targeting defense and critical infrastructure systems by leveraging advanced Pattern of Life Analysis (PoLA) and AI-driven anomaly detection across multiple channels.
Sustainability Scientists
PoLA Use Cases
Patterns of Life enables conservationists, natural resource managers, and climate analysts to analyze the environment and its well-being with astonishing detail.
Medical Researchers PoLA Use Cases
Patterns are evident in standard functioning systems throughout all existence, from the Universe to DNA. Anomalies can signify areas of interest and research.
IoT and Social Media
PoLA Use Cases
Smartphones and smart devices like watches are IoT devices with their applications and social media, and they are some of the largest and most profitable users of Patterns of Life technology.
Autonomous Vehicle
PoLA Use Cases
Autonomous vehicles and Intelligent Traffic Solutions need Pattern of Life Analysis to function correctly.
Generative AI
PoLA Use Cases
AI needs to be trained in machine learning to infer from patterns. Patterns of Life is essential to Generative AI.
Data Networking
PoLA Use Cases
Reveal deep network insights in patterns to identify anomalies for capacity planing, and cybersecurity.
Stealth
PoLA Use Cases
Unmasking Stealth: Pattern of Life Analysis & Kernel Density Estimation. PoLA is originally military technology.
Global Health
PoLA Use Cases
PoLA and KDE can help detect viruses and pandemics
Smart City
PoLA Use Cases
The future of urban living will consist of automation for safety, security, and stability, providing a better experience.
Stop IP Theft
PoLA Use Cases
Counter intelligence and the protection of your valuable trade-secrets is more critical ever in our competitive global economy
Semiconductor
PoLA Use Cases
Improve EDA Tape-out times by implementing Pattern of Life Analysis with Kernel Density Estimation into your process.
