The Strategic Core with Exclusive Pattern of Life Analysis
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Identify patterns in behavior to detect fraud or other anomalies
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Understand customer preferences and behavior to improve product development and marketing
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Improve operational efficiency by identifying bottlenecks and inefficiencies
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Reduce risk by identifying potential problems before they occur
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Support decision-making by providing insights into data that would be difficult or impossible to analyze manually
SARAHAI Framework
Pattern of Life (PoL) analysis improves upon Current data science applications that focus on analytics from text, imagery, and numerical data for pattern classification, time-series trending, and manifold learning. These methods are data-driven, without clarification of context-defined and mission-directed focus. Activity-based intelligence techniques seek to constantly monitor streaming data from a single source to determine trends such as target tracking.
SARAHAI EdgeAI MicroNodes can feed mission-directed focus to the Patterns of Life Estimation Machine for modeling a pattern of life (POL) by processing both categorical data and non-categorical data (e.g., numeric, spatial, etc.), conducting pattern of life estimation (POLE), and detecting anomalous data in a multi-dimensional data set in a substantially simultaneous manner by comparing statistical POL results.
Excellent use cases can be derived for Defense, Federal and State Natural Resource Management, Sustainability, and Environmental Management, Corporate Social Responsibility, Education, Code Compliance, Department of Transportation, Utility Planning, Medical Research Advances, and much more.
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