# Módulo Live Sessions

El Módulo Live Sessions es el centro neurálgico de monitoreo en tiempo real de ADO-STS Technologies, diseñado para proporcionar visibilidad completa y control operacional sobre todas las sesiones activas en su plataforma digital. Este módulo integra inteligencia artificial avanzada, análisis biométrico comportamental y detección de fraude en tiempo real para ofrecer una solución de seguridad proactiva y preventiva.

Propósito Principal: Permitir a los equipos de seguridad y operaciones monitorear, analizar e intervenir en sesiones de usuario mientras están en curso, identificando amenazas potenciales antes de que se materialicen en pérdidas o compromisos de seguridad.

##### Parámetros y Columnas del Sistema

##### Tabla de Parámetros Principales

<table class="bg-bg-100 min-w-full border-separate border-spacing-0 text-sm leading-[1.88888] whitespace-normal" id="bkmrk-par%C3%A1metro-descripci%C3%B3" style="width: 100%;"><thead class="border-b-border-100/50 border-b-[0.5px] text-left"><tr class="[tbody>&]:odd:bg-bg-500/10"><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 12.3609%;">Parámetro</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 30.0324%;">Descripción Técnica</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 20.1531%;">Valores/Rango</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 37.5773%;">Significado Operacional</th></tr></thead><tbody><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 12.3609%;">UID</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 30.0324%;">Identificador Único Universal de sesión</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 20.1531%;">Alfanumérico (formato: XXXXXXXX)</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 37.5773%;">Clave primaria para seguimiento y correlación de eventos</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 12.3609%;">DATE</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 30.0324%;">Timestamp de inicio de sesión</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 20.1531%;">Formato: DD/MM/YYYY HH:MM</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 37.5773%;">Momento exacto de inicio para análisis temporal</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 12.3609%;">ACTUAL TIME</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 30.0324%;">Tiempo real actual del sistema</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 20.1531%;">Formato: HH:MM:SS</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 37.5773%;">Sincronización para correlación de eventos</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 12.3609%;">SCORE</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 30.0324%;">Puntuación de riesgo de fraude</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 20.1531%;">0-1000 (escala logarítmica)</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 37.5773%;">Indicador principal de amenaza de seguridad</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 12.3609%;">DEVICE SOURCE</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 30.0324%;">Origen y tipo de dispositivo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 20.1531%;">Mobile/Desktop/Tablet + OS</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 37.5773%;">Contexto tecnológico de la sesión</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 12.3609%;">DURATION</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 30.0324%;">Duración activa de la sesión</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 20.1531%;">HH:MM:SS</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 37.5773%;">Indicador de comportamiento y persistencia</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 12.3609%;">ACTIVITIES</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 30.0324%;">Contador de actividades realizadas</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 20.1531%;">Numérico (0-∞)</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]" style="width: 37.5773%;">Métrica de intensidad de uso</td></tr></tbody></table>

##### Interpretación del Score de Riesgo

<table class="bg-bg-100 min-w-full border-separate border-spacing-0 text-sm leading-[1.88888] whitespace-normal" id="bkmrk-rango-de-score-nivel"><thead class="border-b-border-100/50 border-b-[0.5px] text-left"><tr class="[tbody>&]:odd:bg-bg-500/10"><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Rango de Score</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Nivel de Riesgo</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Color Indicador</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Acción Recomendada</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Descripción</th></tr></thead><tbody><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">0-200</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Muy Bajo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Verde</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Monitoreo pasivo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Usuario legítimo con patrones normales</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">201-500</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Bajo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Amarillo claro</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Observación activa</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Comportamiento ligeramente atípico</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">501-700</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Medio</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Naranja</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Verificación adicional</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Patrones sospechosos detectados</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">701-850</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Alto</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Rojo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Intervención inmediata</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Alta probabilidad de fraude</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">851-1000</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Crítico</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Púrpura</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Bloqueo preventivo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Amenaza confirmada - acción urgente</td></tr></tbody></table>

##### Funcionalidades Operacionales

##### Capacidades de Filtrado y Búsqueda

<table class="bg-bg-100 min-w-full border-separate border-spacing-0 text-sm leading-[1.88888] whitespace-normal" id="bkmrk-tipo-de-filtro-par%C3%A1m"><thead class="border-b-border-100/50 border-b-[0.5px] text-left"><tr class="[tbody>&]:odd:bg-bg-500/10"><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Tipo de Filtro</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Parámetros</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Uso Operacional</th></tr></thead><tbody><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Búsqueda por UID</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Campo de texto libre</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Localización específica de sesiones</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Filtro por Score</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Rango numérico (min-max)</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Focalización en niveles de riesgo</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Filtro Temporal</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Ventana de tiempo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Análisis de patrones temporales</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Filtro por Dispositivo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Tipo/OS/Modelo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Segmentación tecnológica</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Filtro Geográfico</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">País/Región/Ciudad</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Análisis de ubicación y contexto</td></tr></tbody></table>

##### Indicadores de Comportamiento en Tiempo Real

El sistema analiza continuamente múltiples dimensiones de comportamiento:

<table class="bg-bg-100 min-w-full border-separate border-spacing-0 text-sm leading-[1.88888] whitespace-normal" id="bkmrk-categor%C3%ADa-par%C3%A1metros"><thead class="border-b-border-100/50 border-b-[0.5px] text-left"><tr class="[tbody>&]:odd:bg-bg-500/10"><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Categoría</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Parámetros Monitoreados</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Alertas Generadas</th></tr></thead><tbody><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Biometría Comportamental</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Velocidad de escritura, presión táctil, patrones de mouse</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Cambios súbitos en patrones establecidos</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Contexto Ambiental</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Wi-Fi, Bluetooth, sensores, ubicación GPS</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Inconsistencias geográficas o ambientales</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Análisis Relacional</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Dispositivos cercanos, redes compartidas</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Conexiones con entidades de riesgo</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Actividad Transaccional</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Frecuencia, montos, tipos de operación</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Comportamientos financieros anómalos</td></tr></tbody></table>

##### Casos de Uso y Escenarios Operacionales

##### Detección de Amenazas Comunes

<table class="bg-bg-100 min-w-full border-separate border-spacing-0 text-sm leading-[1.88888] whitespace-normal" id="bkmrk-escenario-indicadore"><thead class="border-b-border-100/50 border-b-[0.5px] text-left"><tr class="[tbody>&]:odd:bg-bg-500/10"><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Escenario</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Indicadores</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Score Típico</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Respuesta Automática</th></tr></thead><tbody><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Teléfono Robado</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Nueva ubicación + nuevo ISP + sin SIM</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">800-950</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Bloqueo temporal + verificación OTP</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Coacción/Extorsión</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Llamada activa durante transacción</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">600-750</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Desafío de seguridad adicional</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Cuenta Comprometida</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Cambio de contraseña reciente + nuevo dispositivo</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">700-850</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Verificación de identidad completa</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Bot/Automatización</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Patrones mecánicos de interacción</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">850-1000</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Bloqueo inmediato + CAPTCHA</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Fraude Organizado</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Múltiples usuarios mismo Wi-Fi</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">650-800</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Análisis de red completa</td></tr></tbody></table>

##### Métricas de Rendimiento del Módulo

<table class="bg-bg-100 min-w-full border-separate border-spacing-0 text-sm leading-[1.88888] whitespace-normal" id="bkmrk-m%C3%A9trica-valor-objeti"><thead class="border-b-border-100/50 border-b-[0.5px] text-left"><tr class="[tbody>&]:odd:bg-bg-500/10"><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Métrica</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Valor Objetivo</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Descripción</th></tr></thead><tbody><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Tiempo de Detección</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">&lt; 5 segundos</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Latencia desde evento hasta alerta</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Tasa de Falsos Positivos</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">&lt; 2%</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Sesiones legítimas marcadas como fraudulentas</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Tasa de Detección</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">&gt; 95%</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Fraudes identificados correctamente</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Capacidad de Procesamiento</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">10,000+ sesiones simultáneas</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Escalabilidad del sistema</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Disponibilidad</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">99.9%</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Tiempo de operación continua</td></tr></tbody></table>

##### Beneficios Operacionales y ROI

##### Ventajas Competitivas

- Prevención Proactiva: Intercepta fraudes antes de completarse, reduciendo pérdidas en 85-95%
- Visibilidad Total: Conocimiento completo del estado de seguridad en tiempo real
- Respuesta Inmediata: Capacidad de intervención en menos de 10 segundos
- Análisis Contextual: Cada sesión evaluada en su contexto ambiental y relacional completo
- Escalabilidad Ilimitada: Arquitectura cloud-native que crece con su negocio

##### Impacto en Métricas de Negocio

<table class="bg-bg-100 min-w-full border-separate border-spacing-0 text-sm leading-[1.88888] whitespace-normal" id="bkmrk-%C3%81rea-de-impacto-mejo"><thead class="border-b-border-100/50 border-b-[0.5px] text-left"><tr class="[tbody>&]:odd:bg-bg-500/10"><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Área de Impacto</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Mejora Esperada</th><th class="text-text-000 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] font-400 px-2 [&:not(:first-child)]:border-l-[0.5px]">Beneficio Cuantificable</th></tr></thead><tbody><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Reducción de Fraude</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">85-95%</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Ahorro directo en pérdidas</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Experiencia de Usuario</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Reducción 70% fricciones</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Mayor conversión y retención</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Costos Operacionales</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Reducción 60% investigaciones manuales</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Optimización de recursos humanos</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Tiempo de Respuesta</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">De horas a segundos</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Prevención de escalamiento de amenazas</td></tr><tr class="[tbody>&]:odd:bg-bg-500/10"><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Cumplimiento Regulatorio</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">100% trazabilidad</td><td class="border-t-border-100/50 [&:not(:first-child)]:-x-[hsla(var(--border-100) / 0.5)] border-t-[0.5px] px-2 [&:not(:first-child)]:border-l-[0.5px]">Reducción de riesgos legales</td></tr></tbody></table>