Computer Vision · Behavioural AIRetail · Facilities Management · Public Safety

Observex

See what human eyes miss.

Custom AI Application DevelopmentAI Integration & DeploymentAI Product Design & Consulting
Observex — desktop screenshot

<500ms

[A]

Detection Latency

From event occurrence to live dashboard alert

24 / 7

Monitoring

Continuous AI coverage vs periodic human spot-checks

Existing

[A]

Infrastructure

Works with your current cameras — zero hardware investment

The Challenge

Video footage is collected everywhere. Almost none of it is actually analysed.

Organisations operating physical environments — retail stores, warehouses, hospitals, public spaces — generate thousands of hours of video footage every single day.

Manual review at this scale is impossible. Security teams can only review footage after incidents have already occurred. Operational patterns, safety risks, customer behaviour anomalies, and process inefficiencies go entirely undetected until something goes wrong.

The gap between what surveillance infrastructure captures and what organisations actually understand about their physical operations is vast — and expensive.

What We Built

Intelligence from every camera. In real time.

ALTIQ designed and built the Observex computer vision pipeline — an AI system that ingests live video feeds from existing camera infrastructure and runs continuous behavioural analysis at the edge, in real time.

Custom-trained models classify behaviours, detect anomalies, track movement patterns, and surface operational intelligence through a clean, role-specific dashboard — all without requiring new hardware or disrupting existing infrastructure.

Observex turns passive surveillance into active operational intelligence.

Key Features

What the System Does

01

Real-Time Behavioral Detection

Continuous AI analysis of live video feeds detecting classified behaviours as they occur — not hours after the fact, when it's too late.

02

Intelligent Anomaly Alerting

Precision alerts when detected behaviours fall outside normal operational baselines — without flooding operators with false positives.

03

Movement Pattern Analytics

Aggregate flow and movement data across time periods to understand how physical spaces are actually used — and where to optimise.

04

Multi-Camera Intelligence

Unified analysis across unlimited camera feeds with cross-camera tracking, behaviour correlation, and spatial intelligence.

05

Privacy-First Architecture

Behavioural classification without facial recognition. Designed for compliance with GDPR, CCPA, and regional privacy regulations.

06

Zero New Hardware

Observex integrates directly with existing CCTV and IP camera infrastructure — delivering AI intelligence on investment already made.

Technology Stack[A]

Built on the right tools for the job

ai

PythonPyTorchYOLOv8OpenCVCustom CNN ModelsEdge Inference

backend

FastAPIPythonWebSocketsRedis Streams

frontend

ReactNext.jsTypeScript

data

TimescaleDBRedisEvent Store

infra

AWSEdge Computing NodesDockerRTSP/HLS Integration

altIQ's Role

What ALTIQ Delivered

Full computer vision intelligence system: video ingestion and streaming layer, custom AI model training and deployment, real-time inference pipeline, behavioural classification engine, anomaly detection system, and multi-role analytics dashboard.

Timeline [A]

7 months

Services Used

Custom AI Application DevelopmentAI Integration & DeploymentAI Product Design & Consulting

Standards & Certifications

Privacy CompliantReal-Time DetectionMulti-Camera SupportEdge Ready

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