TECHNOLOGY SOLUTIONS
Industrial vision, precision measurement and process automation technology
From image acquisition, 2D/3D measurement and AI judgment to dispensing, riveting, welding, laser marking and automation-line execution, we connect inspection, positioning, process actions and traceability into one closed loop.
Four engineering capabilities for real production lines
Built for industrial sites that need inspection, measurement, process execution and production data to work together.
Vision inspection and recognition
Detect surface defects, assembly status, SOP actions, OCR, barcodes and product features across metal, plastic, electronics and precision parts.
Precision measurement and 3D sensing
Support flash measurement, 2D/2.5D/3D measurement, profile scanning, height difference, flatness and dimensional tolerance judgment.
Vision-guided process execution
Use vision positioning and recipes to drive dispensing, coating, riveting, spot welding, laser marking and other process modules.
Line integration and traceability
Integrate standard automation cells, custom lines, PLC, motion control, I/O and reporting so every judgment and action can be traced.
Core system features
Local autonomy, modular expansion and engineering delivery for industrial production sites.
Offline-first edge autonomy
The local edge system keeps inspection, measurement, process control and data logging running when the network is unavailable, then syncs records after recovery.
Recipe-based product switching
Each product can carry inspection, measurement and process parameters. Switching products calls the right camera, lighting, motion and actuator configuration.
Process-module orchestration
Coordinate sorting, dispensing, riveting, welding, marking, servo axes, PLC signals and robot actions according to the workpiece and takt time.
Cloud-edge governance
The cloud handles governance, reports, model distribution and maintenance when connected, while the local production loop does not depend on cloud availability.
Engineering deployment from inspection station to automation line
Unify line form, process modules and system architecture to reduce selection cost and make delivery easier to verify.
Vision, measurement, control and data loop
Imaging and sensing layer
Multi-camera acquisition, lighting control, trigger signals and 3D sensors provide stable input under complex site conditions.
Inference and measurement layer
Anomaly detection, target positioning, OCR and measurement algorithms run together according to the recipe.
Execution control layer
PLC, I/O, servo, robot and process equipment are orchestrated for precise station actions.
Data and governance layer
Local records, traceability, alarms, recipe sync, model distribution and remote maintenance cooperate through cloud-edge governance.
Typical equipment forms
Process execution modules
Desktop inspection and visual sorting
Compact equipment for small parts, vibratory feeding, full inspection and fast sorting.
Inline inspection and SOP stations
Embed cameras, lighting and controllers into conveyor lines or manual SOP stations without interrupting production rhythm.
Sorting and rejection
Air blow, servo pushers or robots remove NG parts and sort products by category.
Vision-guided dispensing
Vision positioning calls dispensing paths and parameters for glue, coating, potting and curing linkage.
Flash and 3D measurement stations
Batch measurement for precision parts with flash measurement, 3D scanning and tray loading.
Standard automation cells and custom lines
Combine vision, motion, process equipment and line integration for standard cells or non-standard automation lines.
Riveting and welding linkage
Trigger riveting, spot welding and related fixtures through PLC, I/O and industrial-bus coordination.
Laser marking and traceability
Link marking, code reading, OCR verification and result records for product traceability.
Field-tested performance baseline
Measured on edge AI, multi-camera and automation-control deployments in industrial scenarios.
Vision algorithms, optical calibration and edge inference
Combine AI models, optical calibration, measurement algorithms and local deployment to support inspection, positioning, measurement and process execution without sending production data out by default.
Unsupervised anomaly inspection
Build a visual baseline from qualified samples and detect unknown anomalies without first collecting every defect type.
Supervised detection and positioning
Locate defects, product features, assembly states and process positions, then combine model confidence with rule-based judgment.
Sub-pixel and 3D measurement
Use edge extraction, calibration and 3D sensing to measure dimensions, geometry, flatness, height difference and tolerance results.
Closed loop from vision judgment to process execution
Image capture, positioning, measurement, judgment, execution and recording form a traceable workflow.
Trigger capture or scan
Sensors, encoders or station signals trigger cameras, lighting and 3D scanning.
Positioning, measurement and calibration conversion
ROI, image enhancement, calibration conversion and 2D/3D measurement prepare stable data.
Judgment and process-parameter call
AI models, rules and recipes decide result categories and call process parameters.
Execute actions and record results
Sorting, dispensing, riveting, welding, marking and reporting complete the traceable loop.
Send us your workpiece and process rhythm
Our engineers will match the right vision, measurement, process module and automation-line configuration for your site.
Contact an engineer