Internal development, not software sales
Software, datasets and machine-vision tools are internal capabilities for more precise preparation, marking and inspection of industrial jobs.
technology and in-house development
In-house software, machine vision and data control for marking.
MARKCORE Technologies is built not only on laser marking of metal parts, but also on in-house tools for production data, serial marking, machine vision and marking inspection. The goal is better job preparation, repeatable marking and improved process control.
in-house technology
Why we build our own in-house technology
Industrial laser marking is not only about the laser itself. Reliable production marking depends on data preparation, job setup, repeatability, readable codes and controlled results across production batches.
- data preparation for serial marking
- serial numbers and LOT codes
- QR/DataMatrix processing
- readability and position checks
- internal batch records
- preparation for camera inspection
software
Software for marking, batches and production data
We develop internal software for laser marking machines and production batch preparation. The tools support variable data, serial numbers, table imports, DataMatrix codes and recurring jobs.
The software is used internally by MARKCORE Technologies and is not sold as a standalone product.
- serial numbers
- production batches
- variable data
- table imports
- QR / DataMatrix
- repeated production workflows
machine vision
Machine vision for marking inspection
We verify that marking is present, correctly positioned, sufficiently contrasted and readable for humans or camera systems.
- marking presence check
- marking position check
- contrast evaluation
- shift or incomplete marking detection
- QR/DataMatrix code inspection
- preparation for automated inspection
own datasets
We build datasets of marked parts
We work with real marked parts, different materials, surfaces, viewing angles, reflections and lighting conditions.
- real photos of marked parts
- different metal surfaces
- correct and problematic markings
- QR / DataMatrix codes
- serial numbers and technical data
- data for inspection model development
neural models
Neural models for marking detection and inspection
Based on our own datasets, we prepare and test neural models focused on marking detection, defect recognition, readability checks and support for future camera inspection.
The goal is not to replace technical inspection with one universal solution, but to gradually create tools for faster evaluation of marking quality.
- marking presence detection
- defect and deviation recognition
- contrast checks
- readability evaluation
- models trained on internal data
- support for future serial inspection
series
Preparation for serial and batch marking
For repeated jobs it is important that marking is not prepared manually from scratch every time.
- batch processing
- variable data
- serial numbers
- LOT and production codes
- DataMatrix / QR
- repeated part marking
Data for real parts
The tools are developed around real metal parts, production batches, QR/DataMatrix codes and repeated marking.
Inspection as part of the process
Machine vision and neural models are developed as support for more readable and better controlled marking.
technology projects
What it means for the customer
In-house development helps us approach serial marking as a technical process, not only as one-off engraving. For serial projects we can better handle data, repeatability, readability, inspection and the long-term marking workflow.