Technology selected for the problem, not for the brochure.
MCM combines 2D and 3D vision, robotic vision, deep learning, spectroscopy, thermography, hyperspectral imaging, industrial testing and Industry 4.0 integration.
A reliable system is the result of acquisition, processing, decision and integration working together.
In production, technology only creates value when it survives the real line: product variation, vibration, lighting changes, operator workflow, cycle time pressure and traceability requirements. MCM therefore treats every project as a complete system, not as a standalone camera or software demo.
The team can combine 2D and 3D vision, robotic guidance, deep learning, spectroscopy, thermography, hyperspectral acquisition, industrial instrumentation, test sequencing, PLC communication, electrical cabinets, pneumatic systems, jigs and production software. The final architecture depends on what the customer needs to detect, measure, test, reject, alert or record.
The stack behind MCM systems.
Each capability can be used alone or combined in a custom workstation. The goal is always the same: a robust production system that gives clear decisions and useful data.
2D Machine Vision
Industrial cameras, optics and controlled lighting for presence, orientation, print, surface and dimensional inspection.
Used when the required information can be extracted reliably from a controlled two-dimensional image.3D & Robotic Vision
Depth and geometry data for shape, height, deformation, position and robot-guidance applications.
Useful when surface geometry or part position cannot be described reliably with a flat image alone.Deep Learning
Models trained on real examples for complex patterns, natural variation and defects that are difficult to define with fixed rules.
Applied when a validated dataset can improve classification or anomaly detection.Spectroscopy, Hyperspectral & Thermography
Advanced acquisition for material, spectral or thermal characteristics that standard visible imaging cannot reveal.
Selected when the production decision depends on information beyond colour and geometry.Industrial Test Software & Instrumentation
Controlled test sequences, measurements, log files, statistics, maintenance tools, access control and self-test functions.
Used for electrical, electronic and end-of-line functional testing.Industry 4.0 & Machine Integration
PLC communication, web dashboards, cloud-ready data, Andon displays, traceability and complete electrical and mechanical integration.
Turns inspection and test results into actions, records and information that production teams can use.From product data to line decision.
The system must acquire reliable data, process it in real time, decide pass or fail, trigger the right action and store the result. When these steps are engineered together, quality control becomes part of production instead of an external check.
2D, 3D, lighting, lenses, image processing, deep learning and spectroscopy.
Functional test sequences, PCB signal validation, leak tests, light quality tests and sensor logic.
PLC, MES/ERP communication, reject control, Andon Boards, dashboards and traceability software.
Mechanical jigs, electrical cabinets, pneumatic systems, safety parts and operator interfaces.
Not sure which technology your line needs?
Send the product, defect samples and test requirements. MCM will help identify whether the application needs vision, deep learning, spectroscopy, functional testing, PCB validation or a complete custom workstation.
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