A factory runs cameras across the production floor, the perimeter, loading bays, and restricted machinery zones, with not enough people to watch every screen, every shift. Aurum AI reads the feeds for you and alerts your team the moment something matters. It runs on your existing CCTV, fully on-site, with no footage leaving the plant.
Proven On Real Malaysian Cameras
A live operations view. Every flagged event. Every camera. Audit-grade timestamps. Already running today on live client CCTV in Putrajaya.
Your plant has the infrastructure. Cameras cover the production floor, the perimeter, the loading bays, the restricted zones. But watching every live screen across every shift is not realistic with the manpower you have.
So most incidents get found the same way.
After they happen, on playback, when it is already too late to act.
50 to 200+ live feeds. One pair of human eyes. The math has never worked. Critical incidents become statistics found only on review.
Focus naturally fades after about twenty minutes of unbroken monitoring. The cameras never blink, but no person can hold that pace across a full shift.
By the time you find it, the response window is closed. Post-incident review is the default mode. Real-time response is a story you tell after.
With this volume of cameras, no supervisor can watch every site in real time. Live oversight slips, and compliance becomes hard to verify.
The gap is not more cameras. The gap is a set of eyes that never blinks.
Aurum AI sits on top of your existing cameras. It watches every stream at once and alerts your team the moment it sees something that needs a response, a safety breach, a smoking violation near a hazard, an unmanned post. No new cameras. No rip-and-replace. It works with what you already own.
Every camera feed. Every frame. 24/7, without fatigue.
No automated action without human confirmation. Zero false-alarm escalation.
Structured alerts, real-time escalation, and a full audit trail, every time.
Continuous AI Monitoring
Hardware Replacement
Human Verified
Edge AI Processing
Tuned for what matters on a factory floor: smoking near hazards, unmanned posts, restricted-zone entry, and more.
Multi-feed monitoring with real-time AI overlay. Active detections highlighted with gold bounding boxes the moment they fire.
The exact moment a cigarette ember appears. Even when the worker turns to hide it.
Detected in milliseconds
Sleeping or unmanned guard posts. The watcher who isn't watching.
Detected continuously
A glow in the wrong hand at the wrong time.
Detected on every frame
Unauthorized entry into a restricted area. The moment a line is crossed.
Detected in real time
Smoke wisps in the dark. Long before the alarm.
Detected at the source
An empty chair where a guard should be.
Detected at every postThe Aurum AI operations console. Live in Malaysia. Engineered for control rooms. Screenshots from an active deployment during a quiet overnight window. The zero counts are the point: no incidents, nothing missed.
Command Center
Critical incidents, safety violations, compliance score, productivity. Updated live across every camera uplink.
Not a mockup. The platform your team operates from day one.
We can walk you through our active live pilot, or run a Proof-of-Concept on a small set of your own cameras. No commitment.
See it work on your own cameras first. We run a short proof of concept on your actual feeds, in your building. If it works, we move to a full contract. If it does not, you have lost nothing.
Your existing CCTV. Now intelligent.
No new cameras. No rip-and-replace. Aurum AI taps into your CCTV network via RTSP or ONVIF. Every feed becomes intelligent, on-site, no internet required.
Tuned to your industry. Not off a shelf.
The on-site engine runs continuously against the violations that matter to you: smoking, sleep on duty, phone use, intrusion, fall, fire, perimeter breach. Because our AI is developed and maintained by our own technical team, we configure the right detections for your industry and your site from our validated library, at no extra charge. A hospital, a bank, and a factory do not watch for the same things. Detection in real time. No fatigue.
The moment it happens. Captured.
Violation detected. The exact frame at the exact second is preserved with camera ID, zone, confidence score, and classification. The alert lands in your verification queue immediately. Nothing escalates yet.
Humans decide. Always.
The AI never escalates on its own. Your guards or supervisors verify the captured frame against context before action. Zero false positives reach management. Every dismissal teaches the system.
Auditable. Every time.
Supervisors see the verified alert with frame, time, camera, location, and verifier. Every incident becomes a clear PDF report in your own format and with your own logo, ready for compliance, audits, and reporting up the chain. Action is recorded. Patterns surface.
Industrial chassis. Sharp clean edges. Designed to be installed once and forgotten in a server rack.
Anodized aluminum. Passive heatsink cooling. No fan noise. Operates in any control room temperature range.
On-site AI inference. No cloud round-trip. Detection in milliseconds, footage never leaves your facility.
RTSP and ONVIF inputs. Any IP camera, any brand. Connects to your existing CCTV in minutes.
Industrial chassis. Sharp clean edges. Designed to be installed once and forgotten in a server rack.
Anodized aluminum. Passive heatsink cooling. No fan noise. Operates in any control room temperature range.
On-site AI inference. No cloud round-trip. Detection in milliseconds, footage never leaves your facility.
RTSP and ONVIF inputs. Any IP camera, any brand. Connects to your existing CCTV in minutes.
A compact on-site AI appliance. Installed at your facility, connected to your existing CCTV network. No cloud round-trip, no rip-and-replace, no internet required for detection.
All AI processing happens on hardware installed at your facility. Not in the cloud. Not on external servers.
All AI computation runs on-site. Zero video data leaves your facility.
Footage and alert records stay local. You maintain full custody.
RTSP or ONVIF. Any brand, any model. No hardware replacement.
On-site edge processing. No cloud round-trip. Alerts fire within seconds.
No rip-and-replace. Aurum AI integrates with your current cameras, whatever brand is already installed.
The things prospects ask us most often before they commit.
Yes, and that's the whole point. Aurum AI works with any IP camera that supports the standard RTSP or ONVIF protocol, which covers almost every CCTV system installed in Malaysia. No rip-and-replace. No buying new cameras. Your existing infrastructure stays exactly as it is. We layer the AI on top.
Most built-in camera AI is limited to motion detection or basic object recognition, isolated to one camera at a time. Aurum AI runs as a centralised layer across all your cameras with a curated set of validated detections (smoking, sleep-on-duty, mobile phone use, intrusion, loitering, fall, fire, crowd gathering, facial recognition, and more). Every alert flows into one operations console with a human verification step, structured escalation, and a full audit trail. You move from passive monitoring to an active, accountable system. And because our own technical team develops and maintains the AI, we configure the detections from our validated library to match your industry and your site at no extra charge, instead of locking you into one fixed preset.
Accuracy varies by detection type and site conditions. Validated accuracy ranges from 75% to 95% or higher depending on the algorithm, camera resolution, lighting, and recognition distance. Every alert is reviewed by your team before it escalates, so a false positive is dismissed in seconds and never reaches management as a real incident. We are honest about what AI can and cannot do. Initial deployments are fine-tuned by our engineering team to optimise for your specific site.
No. Aurum AI assists your security team, it does not replace them. The AI watches every camera continuously without fatigue. The AI handles the watching. Your officers handle the response. Your supervisors get structured reports and clear accountability. The result is faster, more consistent incident management with the team you already have.
A typical site deployment runs in days, not months. The process is: site visit and RTSP retrieval, hardware install at your facility, detection configuration tuned to your selected use cases, then a structured training session with your team so you can operate the system independently. Multi-site rollouts are scheduled in batches and confirmed per project plan.
No. Detection runs entirely on the on-site edge unit. Everything runs on-site. No cloud, no footage sent to an outside server. Your data stays inside your own building, under your own control. The system continues to function and alert your team even if your internet connection drops. Internet is only used for optional remote dashboard access if you choose to enable it.
Yes. Aurum AI is currently running an active pilot at a national-scale government monitoring centre in Putrajaya, a facility designed to oversee thousands of cameras. We can arrange a walkthrough of the live pilot, or run a Proof-of-Concept on a small set of your own cameras before any full commitment.
Tell us your building and roughly how many cameras you run. We will arrange a presentation and show you exactly what Aurum AI would catch on your feeds.
Our team responds within 1 business day.
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