Skip to content
CASES

Trackrecord

Delivered AI builds, PoCs, advisory engagements and accelerator participations — selected examples below.

Delivery

Build & PoC engagements

End-to-end delivery — from internal RAG chatbots to inquiry automation, RFID inspection and reservation systems.

PoCUnder NDA

Internal document chatbot for an enterprise

ClientLarge enterprise

Built a PoC RAG chatbot over internal documents for a large enterprise. Implemented a retrieval stack on Azure (AI Search + LLM) and validated the value of internal knowledge search.

EngineerAI/MLPythonLLM/RAGVector DB
DeliveryUnder NDA

Internal chatbot for a major cram school

ClientMajor cram school

Built a RAG-based internal chatbot that searches across policies, FAQs and operations manuals — cutting inbound support load and giving every employee equal access to institutional knowledge.

PMEngineerAI/MLTypeScriptNext.jsReactLLM/RAGVector DB
DeliveryUnder NDA

Inquiry system for a major EC platform

ClientMajor EC platform

Developed an AI inquiry system that auto-responds to order, delivery and returns questions — referencing FAQs and product data through RAG, with escalation paths to human agents.

PMEngineerAI/MLTypeScriptNext.jsReactLLM/RAGVector DB
DeliveryUnder NDA

RFID-driven inspection automation

ClientManufacturer A

Used RFID to automatically record and visualise inspection and inventory progress, removing manual logging and improving both traceability and throughput on the shop floor.

PMEngineerPythonTypeScriptNext.jsReact
DeliveryUnder NDA

Reservation management for a major pet retailer

ClientMajor pet retailer

Built a reservation system for trimming and in-store services that unifies booking with staff and resource scheduling across stores.

PMEngineerTypeScriptNext.jsReact
Delivery

AI personal tutor

ClientEducation provider

Built an AI tutor that adapts to each learner — pinpointing weak spots from learning history, surfacing graduated hints and generating practice problems on demand.

PMEngineerAI/MLPythonTypeScriptNext.jsReactLLM/RAG
DeliveryUnder NDA

Landing page for a real-estate company

ClientReal-estate company A

Planned and built a responsive landing page with SEO and conversion-focused structure to support inquiry generation for a real-estate company.

DesignEngineerTypeScriptNext.jsReact
Delivery

Member management system for a student organisation

ClientStudent organisation

Unified member records, events and schedules in a single system — cutting operational overhead and streamlining information sharing across the organisation.

PMEngineerAI/MLTypeScriptNext.jsReactLLM/RAG
DeliveryUnder NDA

Inquiry system for a real-estate company

ClientReal-estate company A

Developed an AI inquiry system that auto-responds to property and visit-booking questions, referencing listings and FAQs through RAG to automate first-touch lead handling.

PMEngineerAI/MLTypeScriptNext.jsReactLLM/RAGVector DB
DeliveryUnder NDA

Job-hunting app

ClientHR services company

Built a job-hunting companion app that centralises listings and company info while tracking each student's application progress.

PMEngineerDesignTypeScriptNext.jsReactLLM/RAG
PoCUnder NDA

Bank PoC chatbot

ClientFinancial institution (bank)

Delivered a PoC chatbot for in-bank inquiries and policy lookups, validating RAG answer quality and operational fit.

PMEngineerAI/MLPythonLLM/RAGVector DB
Delivery

FLUX — AI agent workspace

Designed, built and pilot-tested FLUX — an AI agent workspace for internal operations.

PMEngineerAI/MLTypeScript
Advisory

Advisory & CAIO

Embedded as an AI strategy partner.
Defining themes, steering PoCs and lifting AI literacy across the organisation.

Advisory

EQ Partners — CAIO

ClientEQ Partners Inc.

Our representative Go joined EQ Partners as Chief AI Officer (CAIO) — shaping company-wide AI strategy, selecting and steering PoC themes, and lifting AI literacy across the organisation.

PMAI/MLLLM/RAG
Programs

Accelerators & programs

Selected for and completed startup accelerators and design programs.
Across Japan, Canada and Stanford.

Programs

J-StarX Stanford / d.school program — completed

Stayed at Stanford through the J-StarX program and completed d.school's design-thinking curriculum.

Programs

Selected for DMZ Basecamp

Selected for Canadian accelerator DMZ Basecamp — running pitch sessions, mentoring and business validation.

Programs

Selected for anobaka u25 AI Accelerator

Joined anobaka's mentoring rounds, study sessions and offsites — sharpening both product direction and business strategy.

Programs

Selected for Project KATAYABURI

Joined Project KATAYABURI to validate ideas and concretise business hypotheses.

Programs

AI TAIWAN 2026 expo

Investigated overseas expansion routes through information sessions and outreach around the AI TAIWAN 2026 expo.

Highlights

Other highlights

  • 30+ AI seminars hosted
  • Registered as a Tsukuba City startup