We build AI agents that own a full operational role — first response, research, reporting — designed around your workflow. A working demo is there to try.
What's included
- — デモ再生による事前体験
- — 業務ロール単位でのエージェント設計
Development flow
From a LINE fit diagnosis to operations and expansion.
We narrow the target work first, keep a human confirmation stage in the flow, and expand only from the scope proven usable in real work.
01
Current-state intake on LINE (fit diagnosis)
The four-step guide at the bottom of each page expands this first stage, from adding A&A on LINE through the intake. We begin with your current workflow and its bottleneck.
02
Confirm requirements
We fix the target work, connected tools, what the AI may handle, and what stays behind human approval.
03
Implementation and testing
For a tightly scoped target, we can present a PoC as soon as the next day, then test behavior and approval paths against real working data.
04
Human confirmation
Staging confirmation
Before release, we confirm outputs, permissions, and escalation to a person together in a staging environment.
05
Release
The confirmed scope is placed into the live workflow and begins operating in real work.
06
Operations and expansion
We fold corrections and new judgment criteria back into the system, improving it within the monthly scope as the work expands.
The overall process typically takes 2–6 weeks. Timing varies with scope.
How we think about pricing
The upfront development fee is ¥0. A fixed monthly fee includes operation and ongoing improvement. We propose the monthly scope after reviewing the target work, the number of connected tools, and the complexity of the human-approval design. The overall timeline is typically 2–6 weeks.
You do not prepay a development bill. We confirm the target scope first, then present the fixed monthly proposal before work begins.
Good fit
- — You can name at least one role to hand over
- — Your time goes to templated work (first response, research, drafting)
Not a fit
- — You want fully-automatic with no human review (conflicts with our approval-gate policy)
- — The current workflow cannot be changed
Demo playback
— A scripted replay — not a live conversation.Staff
Honestly, our weekly customer inquiries are eating a lot of our time.
AI Agent
Understood. Let me take over intake and first-response, and only escalate the cases that need your judgment.
Staff
Could you also help with daily reports and invoice processing?
AI Agent
Yes, I can. Choose which task you would like to hand off first.
Choose which task to hand off first.
Handle customer inquiries+
AI AgentGot it — I will triage incoming emails, answer common questions instantly, and escalate only the cases that need your judgment.
Draft the daily report+
AI AgentGot it — I will compile the day's activity log and have a draft ready by 6pm every day.
Process invoices+
AI AgentGot it — I will read incoming invoices, sort them by account category, and prepare a list awaiting your approval.
Continue this on our official LINE
Consult on LINEFAQ
顧客情報を扱わせても大丈夫ですか?+
扱う範囲を先に設計します。エージェントがアクセスできるデータは業務に必要な最小限に絞り、対外的な送信など取り返しのつかない操作には人間の承認ゲートを置きます。「全部任せる」のではなく、任せてよい範囲から始める方針です。
既存のシステムやツールと連携できますか?+
連携を前提に設計します。汎用パッケージではなく業務フローに合わせた都度設計のため、お使いのCRM・スプレッドシート・LINEなど、連携手段のあるツールはそのまま活かせます。
導入まではどのように進みますか?+
まず公式LINEで現状の業務をお聞きし、任せる業務ロールを1つ選ぶところから始めます。小さく稼働させて動きを確認し、範囲を段階的に広げる進め方が標準です。最初から全業務を置き換えることはしません。
AIが間違えたときはどうなりますか?+
間違いが起きる前提で設計します。重要な操作の前には人間の確認を挟み、判断に迷うケースは担当者へ引き継ぐ経路（エスカレーション）を最初から用意します。誤りの影響が業務に波及しない構造を先に作るのが当社の方針です。
We'll help you work out where to start — advisory, a custom build, or SaaS — based on where things stand today.
Consult on LINE- 01Add A&A on LINE
- 02A short intake chat
- 03A&A organizes the requirements
- 04A meeting only if needed