Hagane
AI integration in a Japanese manufacturing environment
Tokyo consulting, Japan

AI that fits the work
you already do

We help operations teams in Japan connect existing data and processes to practical AI tools — without disrupting what's working or adding work your team didn't ask for.

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What We Deliver

Structured work. Measurable change.

Most AI projects stall between proof-of-concept and daily use. The gap is usually not the technology — it's integration: getting signals from equipment into alert systems, getting terminology from internal documents into translation tools, getting figures from three different systems onto one screen.

Hagane handles that gap. We work from your existing data sources and operational routines, and we hand responsibility back to your team before we leave.

No new infrastructure required

We work from sensor output, document archives, and system exports you already maintain.

Handover is part of the scope

Every engagement ends with internal staff trained to adjust, maintain, and extend what we built.

Transparent reporting from day one

False alert rates, data freshness indicators, and metric definitions are documented alongside results.

How We Work

Four things that stay consistent across every engagement

01

Scope fixed before start

Deliverables, timelines, and assumptions are agreed in writing before any work begins.

02

Existing schedules preserved

Current maintenance routines and document workflows run in parallel during the trial period.

03

Assumptions visible

Every figure shown includes the reasoning behind it, printed where the data appears.

04

Staff can take over

Threshold adjustment, terminology updates, and metric changes are handed to internal staff before the engagement closes.

The Process

What an engagement looks like, in order

Step 01

Intake and data review

We look at what data your systems are already producing and where the manual bottlenecks sit. No new sensors or platforms needed at this stage.

Step 02

Build and calibrate

We build the integration — alert routing, terminology bases, or dashboard connections — and calibrate it against real operational conditions with your team present.

Step 03

Handover and close

Your staff take ownership. We leave written definitions, adjustment procedures, and a review process. You continue without us.

Indicators

What guides our decisions

7–12

Weeks, not months

Each service is scoped to complete within a defined window so your team's time commitment stays predictable.

100%

Internal ownership on close

Every engagement ends with internal staff able to adjust thresholds, update terminology, or modify dashboard metrics without outside assistance.

0

Hidden assumptions

Processing volume estimates, staffing time changes, and alert rate projections are printed directly alongside the figures they describe.

Services

Three areas where we work

Each service covers a specific operational gap. They can be run independently or in sequence, depending on where the pressure is.

Predictive maintenance equipment monitoring

Service 01

Predictive Maintenance Setup

Condition monitoring built from your equipment's existing sensor output. Fault signals routed to the right people before a scheduled inspection would catch them.

¥45,000

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Document translation workflow

Service 02

Translation Workflow Integration

Assisted translation for recurring documents, with a maintained terminology base and a clear category list of what must not bypass human review.

¥33,000

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Operations dashboard live view

Service 03

Operations Dashboard Build

A live operational view drawing production, inventory, and order figures into one place — with data freshness shown on every panel and metric definitions written in plain language.

¥37,000

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Next Step

Let's talk about your situation

If you have a process that involves manual data assembly, equipment that produces sensor output, or recurring documents moving between languages, it may be worth a conversation. No commitment required.

Send a Message

Contact

Send us a note

Describe what you're dealing with and we'll let you know whether it's something we can help with. We reply within two business days.

Company Information

Company

Hagane

Address

1-4-22 Higashi, Kunitachi City,
Tokyo 186-0002

Phone

+81 42-576-3814

Email / Web

info@domain.com
domain.com

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