Research Institutes (including universities, technical colleges, and specialized labs) face key challenges in cutting-edge research: high frequency of non-standard parts, measurement difficulties with new materials, and complex equipment operation.
Complex Measurement Dimensions
Measurement must expand from 2D analysis to 3D surfaces, subsurface structures, and internal defects—demanding extreme precision and multi-dimensional capability from equipment.
Heterogeneous Data Integration
Cross-disciplinary projects face asynchronous multi-sensor data and inconsistent formats, hindering fusion, deep analysis, and research progress.
Equipment-Function Mismatch
General-purpose equipment struggles with special materials (composites, titanium alloys) and low-dimensional nanomaterials—often unable to measure fully, accurately, or at all.
