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HXES — Heytronix Ecosystem
AI Lab · Pilot Programme Active

HX-AI

We train custom AI models. We deploy them to the real world.

Heytronix AI is a research and deployment lab building production-grade AI for environments where accuracy and reliability are not optional. Our pilot programme, Project A-Eye, is already active.

Explore A-Eye
6 deployment domainsSub-50ms inference24/7 autonomous operationContinuous self-improvementOn-premise or cloud
Pilot ActiveProject 001

A-Eye · Artificial Eye

Super-intelligent
custom vision.

A-Eye is HX-AI's pilot model — a continuously learning computer vision system that studies any environment, builds a deep understanding of normal behaviour, and acts the moment something breaks that pattern.

It is the bridge between the AI world and the automation world. It sees everything. It learns everything. And then it acts.

  • Trained on your specific environment — not generic datasets
  • Learns what 'normal' looks like for faces, machines and objects
  • Spots anomalies and flags abnormal operations in real time
  • Predicts next actions to eliminate risks before they occur
  • Triggers the right escalation — silently and automatically
AI vision system monitoring a facility
A-EYE v0.9.2 · PILOT ACTIVE
MONITORING · LIVE

Where A-Eye deploys

Real-world applications

Click any card to explore the full application scope, deployment requirements and escalation design.

Pilot Active

industrial

Industrial Facility Monitoring

Full-shift, full-facility AI surveillance

Learn more
Pilot Active

industrial

Operator Fitness Assessment

Know if your team is safe to operate

Learn more
In Research

automotive

Autonomous Vehicle Vision

Less hardware. More intelligence.

Learn more
In Research

healthcare

Infant & Care Monitoring

The eye that never tires

Learn more
Pilot Active

security

Autonomous 24 / 7 Patrol

Never misses a thing. Never needs a break.

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Concept

infrastructure

Smart City & Infrastructure

Intelligence at urban scale

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The science behind the sight

Core capabilities

99.4%
Detection accuracy on pilot

Custom Vision Models

We train purpose-built computer vision models on your domain-specific data — not off-the-shelf generic solutions that weren't built for your environment.

<50ms
Inference latency

Behavioural Intelligence

A-Eye builds a statistical model of normal behaviour in your environment and learns what 'normal' means for you specifically — not for the average facility.

Real-time
Event flagging

Anomaly Detection

Flags deviations from learned baselines in real time — from subtle posture shifts to sudden object disappearances or unexpected machine states.

3–8 sec
Action prediction horizon

Predictive Action Engine

Goes beyond detection — predicts the next probable actions of persons and machines to eliminate safety risks before they have a chance to materialise.

Custom
Per-deployment workflow

Intelligent Escalation

Configurable alert chains — from silent logging to push notifications, automated access control triggers, or direct emergency service calls.

Always on
Self-improvement loop

Continuous Learning

Every live deployment feeds back into the model. A-Eye gets smarter with every shift, every day, every environment — automatically.

From environment to intelligence

How we build and deploy

1

Environment Mapping

We instrument your real environment — capturing baseline video, activity patterns, personnel movements and machine cycles to build the initial dataset.

2

Custom Model Training

Our AI Lab trains a domain-specific vision model on your data using transfer learning and proprietary behavioural encoders tuned to your context.

3

Shadow Deployment

A-Eye watches, learns and logs in shadow mode — building confidence without triggering alerts until accuracy thresholds are validated against your environment.

4

Live & Self-Improving

The model goes fully live, escalations activate, and a continuous feedback loop refines performance with every passing hour of real-world data.

The Lab

Not a product. A training ground.

HX-AI is not a single product — it is a research and deployment lab. Every project we run trains our models, sharpens our engineers, and advances the state of what's actually deployable to real-world environments across Africa and beyond.

A-Eye is the first breakthrough from that lab. It will not be the last.

Computer VisionBehavioural IntelligencePredictive AnalyticsNatural Language ProcessingOperational AIEdge Inference

Common questions

Frequently asked questions

Get early access to A-Eye

We are accepting pilot partners across industrial, healthcare and security environments. Register your interest and our team will be in touch within one business day — no commitment required.

Pilot partners receive white-glove onboarding and a dedicated deployment engineer. Your data never leaves your infrastructure unless you choose otherwise.