Computer vision & AI camera systems
Computer vision that turns your cameras into reliable data
Counting, defect detection, safety monitoring and custom-trained image models for Australian factories, quarries, packaging lines, worksites and warehouses. Edge-first, built on the cameras you already have where we can, and accurate enough that someone bills, dispatches or makes a safety call against it.
Book a free site assessmentWhat it does
From camera feed to decision-grade data
The same core capability, tuned to your site and your product.
Counting & verification
Count scoops, trucks, units, pallets or people automatically — and verify loads against what was billed or dispatched.
Defect & quality detection
Catch defects, contamination, mislabels and packaging faults on the line — consistently, at full speed, without inspector fatigue.
Safety & compliance
Flag missing PPE, people in exclusion zones, or unsafe interactions in real time — evidence logged, not just an alarm.
24/7 monitoring
Keep watch overnight and across sites with night-vision-capable models, surfacing only what matters instead of hours of footage.
Custom-trained models
Trained on your site, product and conditions — not generic images — so accuracy holds where generic models fall over.
Reporting & dockets
Every count and event becomes an auditable record — digital dockets and reports you can reconcile and bill against.
Where it's deployed
Built for real production environments
If it's on a camera and it matters to your operation, it can usually be counted, checked or watched automatically.
How we build it
Proven on your site before you commit
Site assessment
We review your cameras, angles and the outcome you need, and tell you honestly what's achievable.
Train
We build and train a model on your real footage and conditions until the accuracy holds up.
Deploy edge-first
It runs on-site so it keeps working without perfect internet and responds in real time.
Reconcile
Counts and events flow into reports and dockets you can audit, reconcile and bill against.
FAQ
Common questions
AI that interprets images and video — counting objects, detecting defects, reading gauges, tracking movement and flagging safety issues. In industry it turns ordinary camera feeds into reliable, auditable data you can bill, dispatch or make decisions against.
Often, yes. Where the coverage, angle and image quality are good enough, we build on the cameras you already have. Where they aren't, we recommend the minimum additions to get reliable results, rather than a full rip-and-replace.
Generic vision models are trained on generic images. A custom-trained model is trained on your site, your product and your conditions, so it's accurate where it counts. For counting, defect detection and safety, that accuracy is the difference between useful and useless.
Edge-first by default — it runs on-site so it keeps working without perfect internet, keeps footage local, and responds in real time. We use the cloud only where it genuinely adds value, like long-term reporting.
Get started
See what your cameras could be telling you
Book a free site assessment and we'll tell you honestly what's achievable with your setup — what can run on existing cameras, and what it would take to make it reliable.
Book a free site assessmentPrefer email? ai@industrialai.au · Gold Coast, QLD · Australia & New Zealand