01
AI prototypes & small apps
Friction
Repeated checking, comparing, or input slows the work down.
Outcome
A focused, working tool that proves value before the scope grows.
AI制作工房｜AI RESONANCE OMNIAAI Production Workshop
We build, run, and verify. A working AI workshop.
Based in Japan, publishing in English, Simplified Chinese, and Japanese. We build small apps, workflow automation, research systems, and writing—from framing the problem through shipping, verification, and refinement.
Based in Japan · English / 简体中文 / 日本語
AI-generated concept visual — not documentary photography
Concept view of a small Japanese workshop moving from a charcoal night entrance to a plant-filled morning workspace with seven original AI tokens.ABOUT
AI制作工房｜AI RESONANCE OMNIAAI Production Workshop
Thinking, structuring, making, and moving the work forward.
中林丈士 connects sales experience, writing, AI operations, process improvement, and small-product development into one continuous practice. The aim is not to sell a model—it is to move a real problem from uncertainty to a usable outcome.
AboutWHAT WE MAKE
Start with the friction. Build only what helps.
Bring an unfinished question, a repetitive task, scattered material, or a message that is not landing. A small pilot is welcome.
02
AI workflow design & automation
Friction
Research, drafting, approval, and records are split across manual handoffs.
Outcome
A reproducible flow with explicit human decision points.
03
Research & knowledge systems
Friction
Information exists, but it is not yet usable for a decision.
Outcome
Evidence, comparisons, and source trails organized into a reusable base.
04
Writing & communication
Friction
The substance is there, but the message does not travel clearly.
Outcome
A clear structure and language shaped for the reader and the channel.
SELECTED WORK
Evidence before atmosphere.
Working software and documented systems come first. The workshop world explains how they were made.
LIVE · Browser-side01
Small app
Meeting Diff Checker
Compare previous assumptions with fresh meeting notes and surface action-ready differences in four groups.
- Problem
- Important changes can be missed when previous assumptions and fresh meeting notes are reviewed by hand.
- Built
- A privacy-first browser tool that groups changes, additions, cautions, and questions without sending or storing the text.
LIVE · v1 completed02
Multilingual workflow platform
AI Workflow Hub
A live multilingual platform for discovering and sharing AI workflows, with search, publishing, profiles, and connections brought together in one place.
- Problem
- Practical AI workflows are scattered across notes, tools, and conversations, making them difficult to find, compare, and share.
- Built
- A production-ready, 11-locale service unifying workflow discovery, search, publishing, authentication, people, AI, and relationships.
FEATURED CASE
From a focused problem to a live, privacy-first tool.
Compare previous assumptions with fresh meeting notes and surface action-ready differences in four groups.
01Challenge
Sales context changes between the proposal, anticipated questions, and the actual conversation. Finding the meaningful drift by rereading everything is slow and easy to miss.
02Insight
The first useful step did not require a large CRM or an AI API. A focused comparison surface could make the next questions visible while keeping sensitive notes in the browser.
03AI roles
Problem framing → product scope → interface and rules → browser verification → deployment.
04Build
A single responsive page with two 12,000-character inputs, sample data, keyboard execution, empty-state guidance, and a lightweight rules engine using sentence similarity, numbers, negation, and sales terms.
05Verification
Empty-input guard · Sample execution
06Outcome
A live, privacy-first MVP that makes a specific sales review task usable without accounts, uploads, or server-side data.
07Next
Optional server-side AI comparison, export, and industry-specific question templates—only if they add value without weakening privacy.
APP LIBRARY
More small apps from the workshop.
Explore focused tools that are useful before they need to become major case studies.
LIVE
Business Improvement
Meeting Diff Checker
Compare previous assumptions with fresh meeting notes and surface changes, additions, cautions, and questions without sending or storing the text.
Open live appLIVE
Business Improvement
Inquiry Triage Assistant
Paste an inquiry to organize its category, priority, key points, next action, and an editable reply draft entirely in the browser.
Open live appHOW WE WORK
Eight steps, with human judgment kept explicit.
中林丈士 holds final responsibility for scope, contracts, publication, and irreversible decisions.
- 01Frame
- 02Research
- 03Design
- 04Coordinate
- 05Build
- 06Verify
- 07Ship
- 08Improve
AI COMPANION WALL
One AI does not do everything.
Seven AI products support defined tasks. They are tools and collaborators—not employees or official partners. 中林丈士 makes the final decisions.
Selected collaborator
Pia / ChatGPT
Strategy & orchestration
Frames the problem, orders the work, and keeps the whole system coherent.
Briefs, decisions, cross-AI handoffs
INSIDE THE LIVING WORKSHOP
The work grows where everyday life happens.
Plants, tools, AI objects, and future residents share one evolving environment. Real documentation and future vision are always labeled separately.
REAL WORKSHOP
Layered greenery
Plants are part of the working environment and its daily rhythm—not decorative proof of a botanical brand.
Documentary photography pendingREAL WORKSHOP
AI objects
Charms and tokens give collaborators a physical presence without pretending they are official product merchandise.
Custom tokens shown as conceptREAL WORKSHOP
Resident habitat
The data structure is ready for real residents. Until explicit approval, no animal name or photograph is published.
Structure ready · identity privateLIVING VISION
One world, multiple moments
Night entrance, morning preparation, daylight making, open sky, and a return to night all belong to one continuous workshop.
AI-generated concept visualWE BUILD TOGETHER
The process is part of the proof.
AI is not hidden behind the work. Each collaborator’s role is shown alongside the human decisions that carry responsibility.
NIGHT CONTACT
Let’s build something useful together.
The brief does not need to be finished. Start with what feels slow, unclear, repetitive, or difficult to communicate. Remote and asynchronous collaboration is welcome.
Replies are sent by email. If timing matters, please include your deadline. Japanese and English are supported directly; Simplified Chinese communication is prepared with AI-assisted drafting and careful review.