Available at selected sites

Cameras That See. AI That Understands.

AI Vision Bots turns the cameras you already have into Detections, recordings and actions. Pair one computer at your site with a single command, add ONVIF or RTSP cameras, run models trained on your own footage, and let rules tell the right people and systems what happened.

45Use Case Demos
3Computer Types: Mac, Linux, Windows
1Command to Pair
In One Paragraph

What Is AI Vision Bots?

AiVisionBot is AI computer vision by VYROX AI in Malaysia. Its app, AI Vision Bots, pairs a computer at your site with one command, connects your ONVIF or RTSP cameras, runs trained Detections, records like an NVR and acts on events with rules and alerts. It is managed from AiServa and is available at selected sites, by enquiry.

  • One command pairs a Mac, Linux or Windows computer, GPU optional
  • ONVIF search and any RTSP camera
  • Detections on the AI Vision Bot or on AiServa
  • Full NVR: 24/7 recording, clips, timeline, export
  • Rules, jobs and an AI assistant that writes them
  • Signed updates, sealed passwords, audited remote access
Compact site computer being connected with a network cable in a quarry site office
Interactive 3D

Explore a Quarry Site, Then Move Around It.

Three cameras watch the haul road, the crusher and the tipping pad. The AI Vision Bot in the site office runs the Detections: trucks loaded or empty, trucks tipping, and a person who steps onto the tipping pad. Drag to orbit, right drag or two fingers to pan, scroll or pinch to zoom.

A simulation made to explain how it works. Boxes and counts come from the simulation, not from a trained model.

Inside the app

Every Camera, Every Event, One Screen.

This is the AI Vision Bots app, running against sample data from a quarry site. Click the tabs.

aiserva.com/app · AI Vision BotsDemo
AI Vision Bots Sunway Quarry Industries · 26 October 2026 6 Detections running12 of 12 cameras

Good afternoon. 148 events since midnight, 3 are waiting for a person.

Detections running6of 6 switched on
Cameras working12of 12 cameras
Events today148since midnight
Waiting for a person3to review or act
Needs a person
Rock flow · Crusher Feed09:41 · two minutes of materialOpen clip
Person in the crusher zone11:03 · high severityOpen clip
Carryback · Haul Road11:26 · material on the roadReview
Last 24 hours
Trucks counted1,284by Dump Trucks v2
Tip events34at the tipping bay
Rock flow flags64 already reviewed
Clips saved41kept for 30 days
Live view of a loaded dump truck standing on the weighbridge
Live
dump truck 0.94
Weighbridge In1920 × 1080
Live view of the crusher hopper with rock falling from a tipped truck
Live
rock flow 0.87
Crusher Feedscanning
Live view of the tipping bay with a dump truck under the loader
Live
truck tipping 0.91
Tipping Bay1920 × 1080
Live view of the haul road with a loaded dump truck
Live
dump truck 0.90
Haul Road1920 × 1080
Four of twelve cameras. Boxes breathe while the stream is live; pause holds the frame.
09:41 · 2 min
13:58 · 40 s
14:07 · live
Today 148 events
Rock flow rock flow Crusher FeedHighClip saved
Truck tipping truck tipping Tipping BayInfo
Carryback carryback Haul RoadMediumClip saved
Dump truck dump truck Weighbridge InInfo
Person person Crusher zone · acknowledged by AmirHigh

Every event keeps its clip with pre-roll, so the two minutes before the trigger are already on disk.

Dump Trucks v27 classes · 4 cameras · threshold 0.35On
Vehicle Count v13 classes · 2 cameras · threshold 0.40On
People Safe Zones v11 class · 6 cameras · threshold 0.30Off
Classes in Dump Trucks v2
trucktruck tippingrock flowbody loadpersoncarrybackmachine
What the threshold does
One camera frame with every box the Detection drew
truck 0.96
truck tipping 0.94
machine 0.91
rock flow 0.87
rock flow 0.73
body load 0.62
rock flow 0.41
carryback 0.33
rock flow 0.19

Showing 7 of 9 boxes · 2 below 0.35 are hidden.

The threshold is per Detection. Raise it and the quiet guesses disappear; lower it and you keep the small ones, with more false alarms to review.

Weighbridge In
1920 × 1080 · RTSP · H.264
Last frame 2 s ago
Crusher Feed
1920 × 1080 · RTSP · H.264
Last frame 2 s ago
Tipping Bay
1920 × 1080 · RTSP · H.264
Last frame 3 s ago
Haul Road
1920 × 1080 · RTSP · H.264
Last frame 2 s ago
Site Office
1280 × 720 · RTSP · H.264
Last frame 2 s ago
Stockpile 2
1920 × 1080 · RTSP · H.264
No frames for 6 minutes
Stockpile 1
1920 × 1080 · RTSP · H.264
Last frame 2 s ago
Weighbridge Out
1920 × 1080 · RTSP · H.264
Last frame 3 s ago
Crusher House
1920 × 1080 · RTSP · H.264
Last frame 2 s ago
Fuel Bay
1280 × 720 · RTSP · H.264
Last frame 4 s ago
Gate 2
1920 × 1080 · RTSP · H.264
Last frame 2 s ago
Explosives Store
1920 × 1080 · RTSP · H.264
Last frame 2 s ago

ONVIF search or any RTSP address. The AI Vision Bot records 24/7 and keeps working from its last signed configuration if the internet drops.

How many times did a truck tip at the tipping bay this shift?
Answer from this site's own events

34 tip events between 06:00 and 14:07. The busiest hour was 09:00 with seven. One rock flow flag at 09:41 came from the same camera — it may have been spilled material. Want the clip?

The 09:41 rock flow clip

Tip events per hour, 06:00 to 14:07 · 34 in total

A working demo with sample data, not a live site. The screens, words and numbers match the app; the cameras, events and answers here are invented for the quarry example.

Walkthrough

A Shift, in Forty Seconds.

Six steps, no narration. Press play, or step through it yourself.

Quarry haul road with dump trucks
dump truck 0.94
dump truck 0.88
dump truck 0.86
0dump trucks
0rock flow
0cameras
The crusher feed frame with the rock flow box held
rock flow 0.87
Thumbnail of the event clip
rock flow 0.87
Rock flow09:41:06
HighClip savedCrusher Feed
A camera frame inside the app with a Detection box
rock flow 0.87
Detection
Dump Trucks v2
trucktruck tippingrock flowbody loadpersoncarrybackmachine
Trained on your own photos

34 tip events between 06:00 and 14:07. The busiest hour was 09:00 with seven. One rock flow flag at 09:41 came from the same camera — it may have been spilled material. Want the clip?

34 tips per hour

Rule: rock flow over two minutes
When rock flow is seen for more than 120 seconds at Crusher Feed, do these things.
In-app alert WhatsApp Webhook
AI Vision Bots
Rock flow at Crusher Feed
Two minutes of material. Clip saved, 09:41.
Sent to WhatsApp

Frames stay on your site.
Nothing leaves unless you switch on AI pictures.

Signed configuration, an on-site off switch for remote access, and an audit log of every action.

See it on your site AI Vision Bots by VYROX AI · Kuala Lumpur
AI Vision Bots
A camera, a box, a nameStep 1 of 6
A camera, a box, a name Keyboard: Space play or pause, ← → step

A simulation of one shift, made to show the screens. The Detections, events and answers here are an illustration, not a recording of a real site.

How It Works

From a Box on a Shelf to Cameras You Can Act On.

01

Pair With One Command

Choose Add AI Vision Bot in AiServa, run the short command on the site computer and confirm the six digit approval code.

02

Add Cameras

Search the site network for ONVIF cameras or type any RTSP address. Passwords are sealed to the AI Vision Bot.

03

Run Detections

Pick a trained model and its classes, set thresholds and zones, and run it on a camera.

04

Watch, Record and Act

Live view, 24/7 recording and rules that notify people, call webhooks, publish MQTT or switch a relay.

Industries

Built First for Quarry and Mining.

The first AI Vision Bots template is for quarries: trucks, payload, tipping pad safety and stockpiles. The same app serves factories, farms, safety teams and more.

Aerial view of an open pit quarry with haul roads and a crushing plant
  • Quarry and MiningDump truck payload and dumping, a person on the tipping pad, haul road traffic and stockpiles.
  • Manufacturing and LogisticsCounting, quality checks, codes, meters and cracks.
  • Agriculture and AquacultureLivestock counts, ripeness, seedlings and larvae.
  • Safety and HealthPPE, danger zones, falls and early fire warning.
Quick Answers

Questions People Ask First.

What Is AiVisionBot?

AiVisionBot is AI computer vision by VYROX AI in Malaysia. Its app, AI Vision Bots, pairs a computer at your site with one command, connects your ONVIF or RTSP cameras, runs trained Detections, records like an NVR and acts on events with rules and alerts. It is managed from AiServa and is available at selected sites, by enquiry.

What Is an AI Vision Bot?

The computer at your site that is paired to AiServa. It can be a Mac, a Linux computer or a Windows computer, with or without a GPU. It connects to the cameras, runs Detections, records video and keeps working from its last signed configuration if the internet drops.

What Is a Detection?

A Detection is a trained model with its classes and thresholds running on one camera. For example, a dump truck model with the classes truck, body load and person can run on a tipping pad camera. Each site chooses its own classes.

Show Us One Camera. We Will Show You What AI Can See.

AI Vision Bots is available at selected sites. Send a short clip from your site and one sentence on the problem, and the VYROX AI team will tell you what a Detection could do there.