Introducing Edge Device Prototyping Service – One-stop Development for Edge AI

Introducing Edge Device Prototyping Service – One-stop Development For Edge AI

With 6-month comprehensive support from data-collection to AI integration, Edge AI becomes even easier and faster to implement.


June 25, 2021 – Kyoto, Japan – HACARUS, the provider of big insights from small data, today announced the launch of its “Edge Device Prototyping Service” that provides customers with Edge AI device prototype, data visualization method and integrated AI system – all within 6 months.

Successful AI implementation takes more than just creating effective AI models. HACARUS understands the challenges customers can face – from selecting the right sensor to collect data, to visualizing the collected data and actually integrating the system into the already existing operation.

With strong experience of Edge AI specialists, HACARUS makes it possible to guide customers through the complicated process of hardware development to AI system integration in an extremely timely manner.


“Using Sparse Modeling technology, HACARUS’ AI is extremely lightweight – making it possible to be trained and run on edge devices without GPU. With the new Edge Device Prototyping Service, we are thrilled to bring seamless development solution to all customers with Edge AI needs.” said Kenshin Fujiwara, CEO at HACARUS


Edge Device Prototyping Service is designed to assist companies with difficulty to implement AI, due to restrictions of the data acquisition environment and/or too many key players in a project. With a proven track record in Edge AI development, HACARUS utilizes its expertise to optimize the process, which usually takes years. The service can also provide assistance with special cases where mass-produced edge devices are not applicable – making it possible to analyze chemical substances using gas or odor sensors.


To learn more about Edge Device Prototyping Service and its service details, contact us here or visit



HACARUS INC. provides big insights from small data, and has since its founding in 2014 supplied solutions in 100+ AI projects across the Medical and Manufacturing fields. Headquartered in Kyoto, Japan and backed by Osaka Gas and Miyako Capital (Kyoto University) among others, its technology enables humans to make better, faster and more reliable decisions, based on data driven insights. HACARUS’ proprietary AI engine is built using Sparse Modeling, a method that understands data like a human would – by its unique key features and is far more resource, time and energy efficient when compared to Deep Learning. To learn more, visit

Takashi Someda

CTO of Hacarus. Has over 15 years experience as a software and server engineer in several global SaaS startups. Currently working hard to make something new with machine learning. Holds masters degree in Information Science at Kyoto University.

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