The Intelligence Layer

A flexible platform from camera to command.

PreCog processes supported live and recorded streams, converts detections into operational events, and gives authorized teams one place to search, review, manage, and integrate video intelligence.

PreCog architecture connecting video sources, AI processing, events, and operations

Video Sources

Compatible cameras and archives

AI Processing

Detection, tracking, and models

Event Layer

Alerts, evidence, and workflows

Operations

Search, dashboard, and analytics

AI video processing identifies objects and infrastructure in a live operational scene
Real-Time Understanding

Continuously interpret what cameras can see.

The engine analyzes supported live feeds and recorded video for meaningful objects, movement, activities, environmental changes, safety risks, security conditions, and operational anomalies.

  • Object detection, classification, and multi-object tracking
  • Activity recognition and configured zone logic
  • Anomaly and schedule-based event detection
  • Snapshots, timestamps, camera context, and incident records
  • Event data exposed to authorized applications and workflows

Automated Event Intelligence

Turn detections into coordinated response

Surface the right camera and context, then connect the event to the people and systems responsible for review.

Configured Alerts

Intrusion, loitering, falls, PPE, vehicle or identity matches, objects, crowds, fire/smoke, and custom events.

Complete Context

Event type, time, camera, location, snapshot, associated video, priority, and workflow status.

Connected Workflows

Notifications, command centers, access control, APIs, webhooks, and supported third-party applications.

PreCog alerts provide operational decision support. Authorized teams remain responsible for reviewing context and choosing the appropriate response.

Multi-Camera & Multi-Site

One operational view across locations.

Manage analytics across large camera networks with centralized visibility and site-level control.

  • Camera and site grouping
  • Role-based access
  • Centralized alert management
  • Site-level analytics
  • Organization-wide reporting
  • Consistent monitoring policies
Multi-site operations map connecting facilities across Malaysia
Centralized dashboard combining live video, events, maps, and operational analytics
Centralized Dashboard

Operational context for teams and decision-makers.

Bring live awareness, event management, investigations, analytics, configuration, and platform health into a central authorized interface.

Operator View

Live cameras, event feed, site overview, filtering, search, incident review, and status.

Executive Analytics

Event distribution, trends, site comparisons, response statistics, safety, security, vehicle, and occupancy activity.

Custom AI Vision Models

Intelligence shaped around unique operations

Extend beyond standard analytics with models designed for specialized objects, products, equipment, conditions, and events.

  1. Define use case
  2. Collect & annotate data
  3. Train & validate
  4. Deploy & improve

Industrial & Safety

Specialized PPE, equipment, restricted objects, infrastructure inspection, and custom safety events.

Agriculture & Environment

Plants, weeds, disease indicators, animals, wildlife, product classification, and quality inspection.

Products & Operations

Product identification, custom vehicle classes, defect visibility, and unique operational workflows.

Flexible Architecture

Deploy where the intelligence works best

Architecture is selected around latency, bandwidth, resilience, privacy, scale, and data-control needs.

Edge AI

Process close to the camera or site for lower latency, reduced bandwidth, local resilience, and restricted networks.

On-Premises

Operate in customer-controlled infrastructure for private networks, data control, and policy alignment.

Cloud

Support centralized analytics, flexible infrastructure, multi-site scalability, and authorized remote access.

Hybrid

Combine edge, on-premises, and cloud components according to each site and workflow.

Integration & API Layer

Put video intelligence inside existing workflows.

Connect supported security, operational, and enterprise systems while protecting existing technology investments.

  • VMS & CCTV platforms
  • Access control & identity
  • SIEM & command centers
  • IoT & business intelligence
  • Notifications & workflows
  • Custom applications
  • REST APIs
  • Event APIs
  • Webhooks
  • SDKs
  • Databases
  • Message queues
  • Connectors
Enterprise systems connected to a central video-intelligence platform
Authorized administrator reviewing video-data access and governance controls
Enterprise Control

Govern access, data, and accountability.

  • Role-based access, authentication, and permissions
  • Audit logging, access history, and system monitoring
  • Secure communications and retention configuration
  • Deployment aligned with applicable privacy and data-protection laws
  • Identity-data restrictions and authorized-use policies
  • Camera usage, cybersecurity, and organizational governance

Read our website privacy policy. Each customer deployment requires its own legal, privacy, cybersecurity, and operational review.

Plan Your Deployment

Build the right vision intelligence architecture.

Share your cameras, sites, workflows, data-control requirements, and operational priorities with our AI Vision team.