Equipment/siteConnecting everything from inspection to cause investigation and parts management.
AI development for manufacturing and business
See an implementation sample that you can try by changing the input ↗As individual development and implementation support, you can consult with us on everything from business organization to small-scale verification, system coordination, and operational improvement.
Consult about development and implementation ↗Equipment/site
Connecting everything from inspection to cause investigation and parts management.
Equipment maintenance/failure investigation AI
Based on error information and repair history, we will develop a system that presents candidates for cause investigation and reference materials.
Try sample input/processing results ↗Consult on this topic ↗
Automation of inspection records and reports
We create a draft of an inspection report from photos, audio, and measured values to support confirmation by personnel and record preservation.
Try sample input/processing results ↗Consult on this topic ↗
Visual inspection and abnormality detection using video
Detection models are developed according to the target object and shooting conditions, and missed and false detections are evaluated using actual data.
Try sample input/processing results ↗Consult on this topic ↗
Parts demand/inventory optimization
Verify demand forecasts and ordering proposals based on parts usage history, inventory, and lead time. Purchase order approval follows existing business rules.
Try sample input/processing results ↗Consult on this topic ↗
- Examples of data used
- Equipment manual, repair history, inspection photos, inspection images, parts usage history
- Example deliverables
- Investigation support screen, inspection report, detection model evaluation results, ordering proposal
First, check with a moving sample.
Equipment maintenance/failure investigation AI
Classify publicly available synthetic equipment data using actually learned decision trees.
air_K,process_K,rpm,torque_Nm,wear_min 298.1,308.6,1551,42.8,0Try changing the input ↗
Automation of inspection records and reports
Create confirmation targets and draft reports from measurement records.
equipment,value,limit,unit PUMP-A,4.2,4,mm/s FAN-B,2.1,4,mm/s MOTOR-C,5.8,4,mm/sTry changing the input ↗
Visual inspection and abnormality detection using video
Extract candidate areas for artificial images by changing the pixel brightness threshold.
20,22,21,23,22,21,20,23 21,22,220,225,22,23,20,21 22,20,218,224,21,20,22,23 20,22,21,20,23,21,22,20Try changing the input ↗
Parts demand/inventory optimization
Estimated replenishment amount is calculated from daily usage amount and procurement days.
part,daily_use,stock,lead_days BEARING-A,4,12,7 BELT-B,2,30,5 BOLT-C,20,90,6Try changing the input ↗
Make a small test and decide whether to introduce it into your business.
Organize work and evaluation criteria
Organize the target business, data used, person in charge of confirmation/approval, and required accuracy. We will estimate the cost, period, and deliverables individually.
Verification with sample data
Prototypes will be produced for a limited number of jobs, and the basis for answers, processing time, oversights, false positives, and correction man-hours will be evaluated.
Collaboration/implementation and operational improvement
The scope of implementation will be determined based on the verification results. You can also consult with us about ongoing contracts for existing system linkage, document updates, accuracy evaluation, operational monitoring and improvement support.
Things to check before installing
Check the usage rights, storage location, access privileges, and whether data can be sent externally. Design for your information management requirements, including on-premises configurations.
Supported formats, accuracy, scope of cooperation, and delivery time vary depending on the target data and environment. Important decisions and approvals will be made by the person in charge, and the final implementation will be determined after checking the results of the prototype.