alt Inc. begins world's first proof of concept using clone matching in the medical x HR field with M3 Career
Utilizing a large language model (LLM) to mediate between cloned job seekers and job listings via an AI agent

alt Inc. (, the Japan-based developer and distributor of Personal Artificial Intelligence (P.A.I.®️) and AI clone technology (head office: Minato-ku, Tokyo; CEO: Kazutaka Yonekura), is pleased to announce its collaboration with M3 Career, Inc. (head office: Minato-ku, Tokyo; CEO: Toshiki Numakura). M3 Career operates the medical human resources business within the M3 Group. With more than 320,000 members, the group comprises approximately 90% of Japan’s physicians. Together, the two companies have started an advanced proof of concept for clone matching using a large language model (LLM). This initiative is a world first* and an important step toward solving issues in the medical x HR field through the use of AI technology.


*as of February 9, 2024, based on our research. Proof of concept for introducing a platform through clone matching using large-scale language modeling in the medical x HR field.

The medical × HR field is currently undergoing a period of rapid change, with the most significant shift being the reform of doctors’ work styles. Alt and M3 Career believe that by jointly developing a job matching platform for doctors, each doctor can find a more optimal, sustainable work style and workplace for themselves.


This new platform will utilize LLM technology to enable job postings and appropriate, efficient connections between professionals in the medical x HR field. This will greatly simplify and accelerate the process of finding and recruiting the talent medical institutions need by reducing the bottleneck of human labor. In addition, each party involved in this process will be able to focus more on work that makes a difference by utilizing information from virtual interviews and other interactions between clones.


“Increasing the number of healthcare professionals who work vibrantly and contribute to medicine is M3 Career’s mission,” explains Toshiki Numakura, CEO of M3 Career. “We believe that the development of this clone matching platform is an important step towards fulfilling our mission.”



Reference: Novelty of clone matching



■About M3 Career, Inc.

M3 Career is a joint venture established in December 2009 by M3, Inc. and SMS Co., Ltd. (both listed on the first section of the Tokyo Stock Exchange), both of which are developing medical-related businesses. With the mission of contributing to healthcare by increasing the productivity of healthcare professionals, the company is developing its business mainly in the area of matching support for doctors and other professionals with medical institutions and other organizations.



■About alt Inc.

Established in November 2014, alt Inc. is a venture firm with the mission of freeing humankind from non-creative/unproductive labor through the creation of P.A.I.®️ (Personal Artificial Intelligence) and AI clones. We also develop and provide SaaS products such as AI GIJIROKU, which utilizes speech recognition technology born from the development of AI dialogue engines. As of September 2023, our cumulative funding has reached over 8 billion yen.



<Media Inquiries to:>

Misako Nishizawa (Media Relations)


<Alliance Inquiries to:>

We provide AI solutions and support regardless of genre, including IT, finance, construction, logistics, media, manufacturing, retail, and service industries.

Please feel free to contact us.


Junki Komura (AI Solutions Business Department)