The work we have completed speaks for us
The case studies below come from projects the founding team led or was deeply involved in during earlier employment and ventures, and from projects the company is delivering now. Clients are described by industry and size, not by name.
3
platforms shipped together: Web / iOS / Android
6
languages supported in production
10+
years of industry experience in the core team
2
focus industries: manufacturing and education
The need comes first, the product second
Only problems we meet again and again in custom projects, with value that clients have confirmed repeatedly, are worth turning into products. That is where all of our products come from. We took a multilingual AI app from zero to real paid subscriptions, and we have walked that whole road ourselves.

FastReply: From Zero to Paid Subscriptions
fastreply.jp, our own AI job-search assistant: 6 languages, three platforms, and real paid subscriptions.
100
of revenue from paid subscriptions
No two companies get the same solution
Processes, data, and people differ from one company to the next, and general-purpose software rarely fits the site. We go to the shop floor or the classroom first to understand the problem, then judge whether AI should be used and how far it can go. From diagnosing the need to deployment and operations, one team is responsible throughout.
Platforms and systems engineering
Systems kept stable under heavy traffic, data connected across multiple systems, and trading platforms built from zero: the engineering base that AI delivery stands on.

High Availability for a Large Online Travel Platform
Eight platform-wide sales events in over two years with zero major incidents, load tested at up to 8 times normal traffic.
8x
normal traffic in load tests
10x
faster response after fixing the database bottleneck

AI Risk Control Platform for Smart Retail
Video data and transaction data connected across about 500 stores, cutting the investigation of a suspicious transaction from a week to a day.
500
stores live
7x
faster investigation of suspicious transactions

B2B Produce Trading Platform, from Zero to Operation
A large online produce trading platform, built from scratch and operated, ending in a sale of the business.
30
people on the project team
20
or more hours saved monthly
On-site and vision AI
AI taken onto construction sites and sorting lines, where robots and cameras keep running in real operations.

On-Site Deployment in Japan for a US AI Robot
On-site deployment for a US robotics AI company, keeping robots running reliably on real construction sites.
10
or more on-site model iterations
50
or more cross-border tech meetings
LLM applications
Large language models that work with a company's own data, answering overseas inquiries and letting staff ask questions in plain language.

AI Chatbot for a Japanese Used Car Exporter
An English AI customer service agent built on RAG + LLM and embedded in the client website. It handles about 3,000 overseas inquiries a month and cuts reply time per inquiry to about one third.
3000
overseas inquiries per month
67
less reply time per inquiry

AI Data Analytics Platform for the Music Industry
A cloud analytics platform that brings together data from about 40 distribution platforms, about 100,000 records a day. Executives and marketers ask questions in plain language and get the analysis back.
40
distribution platforms integrated
100
thousand or more records ingested daily
Scientific computing and data science
Numerical algorithms, machine learning models, and analytics systems for problems that demand depth in computation and data.

Numerical Computing Software for a Major Japanese Manufacturer
Numerical computing software delivered end to end for a major Japanese manufacturer, with core solver efficiency up about 6x.
6x
core solver efficiency gain
20
or more technical meetings chaired
30
or more technical reports and documents
Cross-border, in both directions
We help Chinese products and businesses go overseas, and we help overseas products and technology enter China. Multilingual adaptation, overseas app store release, payment integration, and market connections are handled as one chain. Our own product went down this road first.
Outbound: into Japan and Southeast Asia
We help Chinese companies take their products and business overseas. We have our own company in Tokyo and a long-standing partner team of engineers in Southeast Asia, so the base, the capacity, and the channels are already in place.

Overseas Base: AdventureAI Co., Ltd. (Tokyo)
Going global is not just talk: we set up and run our own company in Tokyo.
2025
founded in May in Shibuya, Tokyo

Cross-Border Development Team: Japan, China, Southeast Asia
Work overseas but no one on the ground? We have engineers we can mobilize in Japan, China, and Southeast Asia.
10
long-term engineers in Southeast Asia
15
developers ready to mobilize
Inbound: overseas companies entering China
We help overseas companies enter the Chinese market. From market assessment and investment due diligence to local delivery, the same team is responsible throughout.


