RECMILL
Service Detail
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3D data at work
and custom software development

Your data, built into how the work runs. URAUCHI, a 3D-linked knowledge base. CADROH, our AI drawing conversion tool. And custom software built around the problems people actually hit on the job. We turn the data you already have into something the team uses every day.

URAUCHI dashboard showing counts of managed assets, open breakdowns, and overdue inspections, a 12-month chart of breakdowns and repair costs, and a log of recent activity
URAUCHI — a 3D-linked knowledge base

Three places to start

Knowledge Platform

URAUCHI

A 3D-linked knowledge base that brings an asset register, inspections, repair history, and a conversational AI together in one place. It backs up field decisions with context and history, and keeps the why that never makes it into a procedure manual on site, with the equipment.

More on URAUCHI
AI Drawing Conversion

CADROH

An AI drawing conversion platform that reads drawing PDFs and rebuilds them as editable DXF files. It checks the dimensions against the overall dimensions on the drawing itself, and marks only the places that need a closer look before delivery.

More on CADROH
Custom Development

Custom software development

When off-the-shelf software can't solve the problems people actually hit on the job, we build to fit the work. From AI to automating the routine work, talk to us while the question is still "Can you do something like this?"

Talk to us about custom development

What we build on a custom basis

CAD drawing generation

We build systems that generate CAD drawings automatically from point clouds and the data you already have.

AI quote drafting

It drafts a quote from past projects and the conditions you enter, so quoting takes less time and stops living in one person's head.

AI for operations management

Jobs, schedules, and equipment status in one place, with AI suggesting what to do next.

Knowledge retention system

It turns the calls your most experienced people make and the fixes for past breakdowns into a searchable asset the company keeps.

RAG implementation and operation

We help you build and run retrieval-augmented generation (RAG) systems where AI answers from your own documents, drawings, and past projects.

AI agent development

We build AI agents that handle routine work on their own, shaped around how your work actually runs.

Workflow automation

We automate repetitive daily work such as processing forms, entering data, and writing reports.

Process improvement tools

We start with what the people doing the work tell us, then build small and fast so the tool actually stays in use.

These are representative examples. Ask us about anything not listed here, such as linking 3D data to your business systems or adding AI to a system you already run.

When to talk to us

Companies using our systems

Listed in no particular order.

How it works

  1. Initial discussion

    Start with "Can you do something like this?" We'll listen to the problems people are hitting on the job.

  2. Requirements and proposal

    We map out how the work runs today and propose the system that fits it. We quote each project based on scope.

  3. Development

    We share progress as we go, build small and fast, and check each step in the field.

  4. Rollout and ongoing support

    We don't stop at go-live. We design for day-to-day operation and stay with you until it sticks.

Frequently asked questions

Can you take on just a small workflow automation job?
Yes. Talk to us while you're still at the "Can you do something like this?" stage. We build small, build fast, and check it on site.
Do you also build RAG systems and AI agents?
Yes. We build and run retrieval-augmented generation (RAG) systems where AI answers from your own documents, drawings, and past projects. We also develop AI agents that handle routine work on their own. Both are shaped around how your work actually runs.
What is URAUCHI?
A 3D-linked knowledge base that brings an asset register, inspections, repair history, and a conversational AI together in one place. It backs up field decisions with context and history, and keeps the why that never makes it into a procedure manual on site, with the equipment.
What does it cost?
We quote each project individually, based on what we're building and at what scale. We work through the requirements with you from the start, so tell us what you need.

“Can you do something like this?”
Start there.

Tell us the problems you hit on the job,
and we'll propose the right fit from URAUCHI, CADROH, or custom development.

Tel: +81-50-1808-5531 (9:00–17:00 JST, Mon–Fri)