Skip to content
Vision AI
Vision AI · Edge Intelligence · Real-Time Analytics

See Beyond Vision.
Think Beyond Intelligence.

Transforming real-world environments into intelligent ecosystems through advanced computer vision, AI-powered analytics, and edge intelligence.

  • 01Perceive
  • 02Understand
  • 03Act
Who we are

Intelligence Begins With What We See.

3Cubicles transforms visual data into actionable intelligence through advanced computer vision, artificial intelligence, real-time video analytics, and edge computing technologies.

  1. 01

    Perceive

    Computer Vision & visual data acquisition

    Every camera, sensor, and stream becomes a precise, structured source of visual truth. We capture the world at the pixel level with multi-camera ingestion, calibration, and edge pre-processing.

    • Multi-camera ingestion
    • Edge pre-processing
    • Calibration
    • Stream health
  2. 02

    Understand

    AI intelligence, detection, recognition & analytics

    Detection, tracking, recognition, and behavioural analytics turn raw frames into context: who, what, where, how many, and how it is changing over time.

    • Detection & tracking
    • Recognition
    • Behaviour analytics
    • Spatial context
  3. 03

    Act

    Intelligent automation & real-world decisions

    Insight becomes action within milliseconds: alerts, workflows, integrations, and automated responses that close the loop between perception and outcome.

    • Real-time alerts
    • Workflow automation
    • Integrations
    • Decision support

Perceive. Understand. Act. · Intelligence in Every Dimension.

Technology pillars

Six capabilities. One continuous loop.

From the first pixel to the final action, each pillar is engineered to operate in real environments: unpredictable lighting, hundreds of streams, and decisions that cannot wait.

Computer Vision

Detection, tracking, segmentation, and recognition models engineered for real-world cameras, lighting, and angles.

  • Multi-object detection & tracking
  • Re-identification across cameras
  • Robust to weather and low light

Intelligent Analytics

Behavioural, spatial, and temporal analytics that turn detections into KPIs, trends, and anomalies.

  • Zones, lines, dwell, and flow
  • Anomaly and trend detection
  • Cross-site benchmarking

Edge AI

Optimised inference on edge accelerators for millisecond latency, offline resilience, and bandwidth efficiency.

  • GPU / NPU acceleration
  • Quantised, compiled models
  • Fleet orchestration & OTA

Real-Time Video Intelligence

A streaming pipeline built for continuous operation: decode, infer, correlate, and alert within a second.

  • Sub-second event latency
  • Thousands of concurrent streams
  • Event correlation across cameras

Intelligent Automation

Rules and workflows that convert insight into action: alerts, device control, and system-to-system automation.

  • No-code rules engine
  • Escalation & routing
  • Device and gate control

Enterprise AI Integration

Open APIs, SDKs, SSO, and governance so Vision AI becomes a first-class part of your enterprise architecture.

  • REST, webhooks, streaming APIs
  • SSO, RBAC, audit logs
  • Data residency & retention
Featured products

A product family built for the physical world.

Six products, one perception platform. Each runs on 3Cubicles Core, deploys on 3Cubicles Edge, and is designed to work with the cameras and systems you already own.

View all products
  • PRODUCT 01

    3Cubicles Vision

    Enterprise Video Intelligence

    Enterprise video intelligence and multi-camera surveillance analytics that turn existing CCTV infrastructure into a real-time perception layer.

    • People & crowd analytics
    • Intrusion & zone monitoring
    • Fire & smoke detection
    Explore
  • PRODUCT 02

    3Cubicles Edge

    Edge AI Runtime & Appliances

    An optimised edge AI runtime and appliance line that runs 3Cubicles models on-site with millisecond latency, offline resilience, and dramatic bandwidth savings.

    • Millisecond inference
    • Offline-first
    • Fleet management
    Explore
  • PRODUCT 03

    3Cubicles Insight

    Spatial & Customer Analytics

    Privacy-first spatial analytics that convert footfall, flow, dwell, and queue behaviour into dashboards, KPIs, and alerts for retail, venues, and public spaces.

    • Footfall & occupancy
    • Heatmaps & paths
    • Queue intelligence
    Explore
  • PRODUCT 04

    3Cubicles Shield

    Industrial Safety & Compliance

    AI safety monitoring for factories, warehouses, construction, and energy sites: PPE compliance, hazard zones, vehicle–pedestrian proximity, and behaviour-based risk alerts.

    • PPE compliance
    • Vehicle–pedestrian proximity
    • Hazard zones
    Explore
  • PRODUCT 05

    3Cubicles Flow

    Traffic & Mobility Intelligence

    Real-time traffic and mobility analytics: automatic number plate recognition, vehicle classification, flow and congestion metrics, incident detection, and smart parking.

    • ANPR & classification
    • Congestion & incidents
    • Smart parking
    Explore
  • PRODUCT 06

    3Cubicles Core

    Vision AI Platform

    The unified platform beneath every 3Cubicles product: model lifecycle management, stream orchestration, rules and automation, open APIs, and enterprise integrations.

    • Model lifecycle
    • Rules & automation
    • Open APIs & SSO
    Explore
How it works

From pixels to decisions in under a second.

A streaming architecture that captures, infers at the edge, correlates across cameras, and acts through the systems you already run.

  1. 01

    Capture

    Ingest from any camera, VMS, or sensor over RTSP/ONVIF, with health monitoring and calibration.

    • RTSP / ONVIF / VMS
    • Decode & normalise
    • Calibrate & map zones
  2. 02

    Edge Inference

    Run optimised models on-site to detect, track, and recognise with millisecond latency.

    • Detection & tracking
    • Recognition & OCR
    • Anonymise at source
  3. 03

    Analytics

    Correlate events across cameras and time into metrics, anomalies, and context-rich alerts.

    • Zones, counts, dwell
    • Anomaly detection
    • Cross-camera correlation
  4. 04

    Action

    Route to people and systems: alerts, workflows, device control, and enterprise integrations.

    • Rules & escalation
    • Device & gate control
    • APIs & connectors

Deploy anywhere

Edge, on-prem, cloud, or hybrid.

  • Edge
    Appliances or your hardware on-site; raw video never leaves the premises.
  • On-premises
    Full platform inside your data centre, including air-gapped environments.
  • Cloud
    Managed platform for aggregation, dashboards, and model operations.
  • Hybrid
    Edge inference with cloud governance and cross-site analytics.
Why 3Cubicles

Serious Vision AI for serious environments.

We build for the moments that matter: the alert that must arrive, the privacy that must hold, the integration that must not break.

cameras under analysis
12,000+
median alert latency
<300 ms
platform availability
99.95%
detection classes in production
60+
  • Real-time by design

    Sub-second end-to-end latency specified, measured, and monitored, not just advertised.

  • Edge-first architecture

    Raw video stays on-site. Only events and evidence travel, saving bandwidth and protecting privacy.

  • Privacy built in

    Anonymisation at source, retention controls, masking, and audit logs in every product.

  • Works with what you own

    Standards-based ingestion from existing cameras and VMS. No rip-and-replace.

  • Open integration

    REST, webhooks, SDKs, and SSO so Vision AI becomes part of your enterprise, not a silo.

  • Accuracy where it matters

    Evaluated on your cameras and conditions, with event-level precision operators can trust.

Insights

Thinking in three dimensions.

Practical perspectives on computer vision, edge AI, and operating Vision AI responsibly at scale.

All insights
  • Architecture

    Edge vs. Cloud for Video Analytics: A Practical Decision Framework

    Latency, bandwidth, privacy, and cost pull in different directions. Here is how to decide where each part of a Vision AI pipeline should run.

    7 min readRead
  • Engineering

    What “Real-Time” Actually Means in Computer Vision Deployments

    Frame rate, inference time, and end-to-end latency are three different numbers. Confusing them leads to systems that look fast in demos and fail in operations.

    6 min readRead
  • Trust & Governance

    Privacy by Design in Vision AI: Techniques That Work in Production

    Privacy is not a policy document. It is a set of architectural choices that decide what data exists, where it lives, and who can see it.

    8 min readRead

Perceive. Understand. Act.

See what your cameras can really see.

Talk to our team about your environment, your cameras, and the decisions you need to make faster. We will show you 3Cubicles running on scenarios like yours.