01 / DEFINE
Requirement definition
Rolling-stock or wagon type, inspection zones, target conditions, evidence and reporting needs.
Deployment and integration, engineered site by site.
Each installation is engineered around the site: track geometry, train speed, lighting, power, network and the inspection workflow already in place, rather than treated as a generic drop-in product.
01 / PROJECT LIFECYCLE
How a project proceeds.
From first requirement to ongoing support, each stage is agreed with the customer before moving to the next.
02 / SURVEY
Site survey
Track geometry, clearances, mounting locations, power, network, lighting, safety and access constraints.
03 / DESIGN
System design
Sensor and camera arrangement, illumination, edge unit, software configuration and interfaces.
04 / INSTALL
Installation & commissioning
Installation follows the customer's site safety and access procedures. Installing party is agreed per project.
05 / VALIDATE
Validation
Performance is measured on site data against acceptance criteria agreed in advance, not assumed.
06 / SUPPORT
Operation & support
Review workflow, software updates and maintenance, with a support model agreed per project.
02 / SITE & INTEGRATION
What a deployment needs to account for.
Interfaces, identification methods and site conditions are defined per project rather than fixed in advance.
SITE
Site requirements
Mounting positions and structures, power supply, network connectivity for data transfer, track access for installation and maintenance, and environmental conditions such as temperature, dust, rain and vibration.
INTEGRATION
Integration
Interfaces are defined per project: web dashboard, alerts, report export and links to customer systems. Asset identification can use RFID, OCR or manual entry, depending on what the site already supports.
DATA
Data handling & security
Where images and records are stored, retention period, user access control, export formats and network security approach are confirmed with each customer before go-live.
03 / VALIDATION
Performance is measured, not assumed.
For each inspected condition, metrics such as detection rate and false-alert rate, along with acceptance criteria, are agreed with the customer and then measured on representative data from the actual installation.
Human verification stays in the loop.
MVIS supports inspection with repeatable image capture, analytics and evidence records. Authorized railway personnel verify findings and decide on the appropriate action under the applicable procedure.
04 / FAQ
Frequently asked questions.
Is LorGo MVIS being used in a railway project?
Yes. LorGo MVIS is currently executing a railway project, bringing our machine vision and intelligent inspection technology into a real railway environment. This project represents an important step in applying our MVIS solution to practical railway inspection needs.
Does MVIS replace manual inspection?
No. MVIS supports inspection with repeatable image capture, analytics and evidence records. Authorized railway personnel verify findings and decide on action.
What is the difference between machine vision and AI?
Machine vision is the whole imaging-based inspection system: illumination, cameras, triggering, acquisition, processing and decision logic. AI is one analytics technique used within it for specific tasks.
What does the Load Balance application measure?
The load profile of the wagon (geometry), including left/right distribution and lateral shift compared with a configured envelope. It does not measure weight.
What conditions can Rolling Stock Inspection screen for?
The scope is defined per project. See the Defect Intelligence section on the Rolling Stock page for the current classes and coverage.
How is performance verified?
On site, against acceptance criteria agreed with the customer before deployment.
Can it operate at night and in rain?
Yes. MVIS is designed to operate in both day and night conditions, including during rain.
Can it integrate with our existing systems?
Interfaces are defined per project. Tell us what you use and we will confirm the available options.
05 / START A DISCUSSION
Plan Your MVIS Deployment.
Discuss site conditions, integration interfaces, data handling and the acceptance criteria for your installation with the MVIS team.