A work analysis and improvement tool that combines AI (machine learning) and skeletal detection technology for visualizing and monitoring human tasks such as assembly work.
The Impulse work analysis and improvement tool captures human work using a camera and automatically analyzes the quality, efficiency, and load of the work by recognizing information such as the movements of objects and human skeletal structures with AI. Impulse was released in 2014 ahead of the market with the aim of practical application of machine learning technology, and it is an anomaly detection solution that has been "refined in the field" by numerous customers. In addition to having data scientists with advanced analytical skills, it aims to be a platform that can be used by a wider range of users, equipped with architecture and features that facilitate the easy introduction and operation of machine learning technology. Its most notable feature, auto-modeling (Patent No. 6315528), automatically classifies the characteristics of complex and vast data and provides functionality to derive the optimal analysis model through simulations using standard algorithms. <Data Analysis Process> - Data organization - Policy determination - Feature selection - Tuning - Model operation
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basic information
Impulse Work Analysis and Improvement Tool <Main Application Areas> ◆ Monitoring and Improving Work Quality └ Detection of omissions in work steps and errors in work procedures, with alerts issued ◆ Performance Analysis of Workers (Improving Production Efficiency) └ Automatic identification of work steps from videos using AI └ Automatic aggregation of work time by work process and worker → Visualization of bottlenecks in work processes (No need for stopwatch measurements) ◆ Reduction of Workload through Ergonomics Analysis (Prevention of Injuries, etc.) └ Quantification of workers' postures and positions, automatically extracting high-load tasks ◆ Traceability in Manufacturing and Production Sites └ Automatic recording of work through certified cameras and PLC integration └ Searchable recording data
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Delivery Time
※It varies depending on your requirements. *Depending on the content, it is also possible to introduce a trial version in as little as 1 to 2 weeks.
Applications/Examples of results
- Automobile parts manufacturing (error prevention in assembly work) - Heating and cooling equipment manufacturer (error prevention in assembly work) - Automobile parts manufacturing (anomaly detection in assembly work) - Construction machinery manufacturer (anomaly detection in assembly work) - Water heater manufacturer (anomaly detection and error prevention in assembly work) - Semiconductor-related manufacturer (improvement of worker performance) - Automobile parts manufacturing (reduction of worker load)
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Company information
Brains Technology Co., Ltd. recognizes the importance of incorporating machine learning and AI into companies' internal operations and implementing them in daily tasks to "gain the agility of data activities." They provide an anomaly detection solution called "Impulse" and an enterprise search tool called "Neuron Enterprise Search." With the intention of supporting the creation of corporate knowledge, they registered the trademark "Enterprise Intelligence" (No. 5472937) in March 2012. For more details about Brains Technology, please visit https://www.brains-tech.co.jp/.