Can I start with a small question?

Yes. We start with a free 30-minute online consultation about your operations, and begin by trying it small (PoC) rather than building big right away.

Can AI replace our staff?

We don't aim to replace people all at once. We hand AI the work you're short-handed on, such as data entry and routing, and shape it into something you use every day.

We don't want to send internal data to an external AI.

In the first hearing we check whether any data can't leave your company, and discuss how to handle it.

Are meetings online only?

Yes, we basically work remotely. We work in Japanese, Korean and English.

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AI Development: Generative AI in Operations & RAG

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This is an AI-generated guide. A formal quote follows a consultation.

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Don't stop at "we tried generative AI" — make it something your team uses every day. We cover everything from taking stock of your operations and choosing where AI fits, to AI search over your internal data (RAG), automating classification, routing and summarization, and integrating with your existing systems (API). The founder works on your project directly and can handle everything from infrastructure to applications, so you can leave integration and operation to us as well.

Bringing generative AI into your operations? Do any of these sound familiar?

You tried ChatGPT but haven't built it into your work
You're short-handed, and data entry and routing can't keep up
You want AI to answer from your internal documents (RAG)
You want to automate inquiries, classification and data entry

What our AI development covers

Reviewing your operations and choosing where AI fits
AI search over your internal data (RAG)
Automating classification, routing and summarization — designing AI not only to write text but to handle work where the answer is a choice
Integrating with your existing systems (API)

How AI development works

1.Free consultation (30 minutes online)
2.Hearing on your operations
3.Trying it small (PoC)
4.Production integration
5.Operation and improvement

AI development FAQ

Q. Can I start with a small question?: Yes. We start with a free 30-minute online consultation about your operations, and begin by trying it small (PoC) rather than building big right away.
Q. Can AI replace our staff?: We don't aim to replace people all at once. We hand AI the work you're short-handed on, such as data entry and routing, and shape it into something you use every day.
Q. We don't want to send internal data to an external AI.: In the first hearing we check whether any data can't leave your company, and discuss how to handle it.
Q. Are meetings online only?: Yes, we basically work remotely. We work in Japanese, Korean and English.

AI Development: Generative AI in Operations & RAG

Bringing generative AI into your operations? Do any of these sound familiar?

What our AI development covers

How AI development works

AI development FAQ

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