#Japan #Tokyo #hootfolio #Kort Valuta #Fairyd Devices

Event Report: AI-Driven Startup Meetup for Engineers

On March 27, 2026, Kort Valuta, in collaboration with bestat, hootfolio, and Fairy Devices, hosted an engaging meetup for engineers at the Google for Startups Campus in Tokyo. The event, themed "What Are Engineers from Big Corporations Creating in Startups?," aimed to delve into the unique experiences and insights of engineers transitioning from large companies to innovative startups.

The Purpose of the Event

The meetup served as a platform for experienced engineers and development leaders to share their backgrounds, motivations for moving to startups, and real-world experiences in AI-driven development. Attendees had the opportunity to engage in Q&A sessions, discussing career choices, product development, and practical examples of AI application.

Overview of Participating Companies

• - bestat: A "3D x AI" startup emerging from the University of Tokyo's Matsuo Laboratory. They focus on end-to-end support for 3D data acquisition, processing, and utilization, specifically targeting manufacturing and infrastructure sectors. Their flagship product is the AI cloud service "3D.Core" series, recently augmented with a patented algorithm for generating 3D shapes from photographs.
• - hootfolio: A causal AI startup carved out from NEC in January 2025. They strive to make scientific decision-making accessible to everyone, using their patented causal analysis engine to visually present data-driven insights. Their Co-Founder & CEO shared exciting insights about their Silicon Valley experiences and their drive to expedite the social implementation of their technology.
• - Fairy Devices: This startup specializes in connecting humans and AI through wearable technology. Their flagship product, the THINKLET® neck-worn device, helps gather and utilize data from the field, supporting knowledge transfer and autonomous assistance from AI.
• - Kort Valuta: Focused on merging finance, data, and technology, this startup aims to create revolutionary value experiences through their next-gen wallet, TwooCa. Their COO and a backend engineer discussed their innovative products that offer new financial experiences through digital employee cards and smart rings.

Key Themes and Discussions

During the event, panel discussions covered themes such as:
1. Reasons for Transitioning from Big Corporations to Startups
The panelists unanimously expressed a strong desire to engage in hands-on product development. Many shared that their experiences in large companies provided visibility into the workings of the tech industry, leading them to seek a closer connection to decision-making and a faster pace of delivering services.
2. Utilizing AI as a Tool
Despite their varied business areas, a common thread amongst the companies was leveraging AI not as an end goal, but as a means to enhance workflow efficiency, data analysis, and customer value. They shared their approaches to integrarate AI in their operations while staying true to their mission of changing society for the better.

Networking and Future Prospects

After the event, a networking session provided a valuable opportunity for participants to exchange ideas on technology and careers. The companies expressed a commitment to fostering community engagement among engineers through future events and initiatives.

Engineering Recruitment

Kort Valuta is particularly focused on hiring talents for the development of the TwooCa wallet. They invite applications from those eager to tackle new challenges in finance through technology.

Conclusion

This meetup showcased the vibrant intersection of experience and innovation, revealing how engineers from traditional backgrounds are at the forefront of creating value in startups. As technology evolves, such gatherings become instrumental in shaping future opportunities and innovations in the industry.