Engineering Data Solutions

End-to-End
Engineering
Data Solutions

We provide solutions that connect the full workflow of engineering data essential for AI applications in industrial field environments.

We support field-optimized data acquisition, analysis, and AI implementation as one continuous workflow.

Operational Focus

Data systems directly connected to the field

We provide a practical engineering workflow that defines required data, designs the acquisition structure, and extends through analysis and AI implementation.

Experience
20+ Years
Coverage
HW + SW + AI
Custom design

We design data acquisition and analysis systems based on industrial field conditions and target performance.

Field deployment

We implement systems so that measurement, logging, and analysis operate reliably in real field environments.

End-to-End

We provide the entire workflow from defining required data to analysis and AI implementation as one flow.

Engineering expertise

We convert raw signals into practical measurement data that can be used in the field.

Services

Business areas spanning hardware through software

We provide integrated design from sensor configuration and acquisition structure to analysis environments and AI implementation based on field requirements.

Data acquisition design

  • Sensor selection including IMU, vision, and load sensors
  • Design of acquisition points, storage structure, and management systems

Data acquisition systems

  • Wireless or wired data acquisition systems
  • PC and mobile interface support

Data analysis & visualization

  • Definition of analysis processes and analysis items
  • Dashboards, reporting, and operational screens

AI model implementation

  • Integration with general-purpose AI models
  • Development and application of specialized AI models

About

Data specialists designed directly by engineers who understand the field

Based on more than 20 years of OEM engineering experience, MOORIM T.C. has engineers who understand the field directly design the data structure.

Grounded in mechanical systems knowledge and real testing and evaluation experience, we go beyond simple software delivery to define required field data and implement systems that can actually acquire it.

Our differentiation lies in understanding the relationship between physical phenomena and data, then solving problems in measurable forms.

Core capabilities

  • More than 20 years of OEM-based field engineering experience
  • Integrated capability combining mechanical systems understanding with software technology
  • Design starting from data acquisition architecture, not only analysis
  • Integrated hardware and software implementation for real field deployment

Value

Customers often begin without even knowing which data they should be looking at. MOORIM T.C. defines the necessary data based on field problems and builds the systems required to capture it.

Process

A process built around the field

We can support the full process end-to-end or tailor our work to a specific stage only.

01

Define requirements

We begin by clarifying the customer's problem, purpose, and why the data is needed.

02

System design

We design the system structure including sensor selection, data flow, and logging architecture.

03

Acquisition build

We implement hardware and software for stable data acquisition.

04

Analysis & visualization

We analyze collected data and visualize the insights needed for operation.

05

AI model implementation

Based on the prepared data flow, we build AI models and connect them to field systems.

Projects

Projects validated in real field environments

View More Projects
Passenger stress classification model and biometric signal measurement system

Passenger stress classification model + biometric signal measurement system

This is a deep learning passenger stress classification model using vehicle motion and passenger biometric signal data.

Data acquisition and model inference were operated on a single device to implement simultaneous classification and logging.

2025Passenger stressBiometric signalsOn-device
Portable stiffness measurement device

Portable stiffness measurement device

This is a portable stiffness data acquisition system that combines marker-based vision displacement measurement and wireless load measurement devices.

Built on mobile devices to improve portability and field applicability.

2023VisionPhysical dataMobile device
Electric vehicle vibration characteristics data acquisition and analysis

Electric vehicle vibration characteristics data acquisition and analysis

This project defined and collected the data required to optimize vehicle ride comfort performance.

Collected data was analyzed to understand platform vibration characteristics and support design improvements.

2022Modal analysisSystem analysisElectric vehicle platform

Contact

Need a customized engineering data solution?

We design and build systems tailored to your field environment.