AI Workflow Automation

適合解決的問題

• ・Much work still depends on Excel, email, or manual cleanup.
• ・The same data is moved between inbox, forms, and admin backends.
• ・Want less repetitive work, but don’t dare let AI change production data directly.

可以包含什麼

• ・Email / document classification and summarization
• ・Excel and Google Sheet data cleanup
• ・CRM and order field completion
• ・LINE or email notifications
• ・Gates that execute only after human confirmation

怎麼做

1. Intake

   Email, uploads, or forms enter a queue.

2. AI analysis

   Classify, extract fields, or draft content.

3. Confirm then execute

   Critical data is human-confirmed first, then written to the database, APIs are called, or notifications are sent.

適合誰、時間與費用

• ・SMEs that run on Excel and email
• ・Companies with admin backends that want less back-office work
• ・Traditional industries that want to automate one flow first

時程：Single-flow PoCs commonly take 3–8 weeks, depending on data formats and edge cases.

費用：Scoped by number of flows, exception rules, and systems to integrate. Start by validating one highest-frequency flow.

正式價格於需求確認後提供，以上為參考。

我們不會直接承諾的事

• ・AI is not allowed to execute payments, deletions, or outbound sends without confirmation.
• ・Exception cases must be listed first—otherwise automation only speeds up mistakes.

相關案例

• 進銷存系統與 APP

  行動回報工作日誌、任務與下貨單，後台統計每日與每月營業額。

• 會員消費回饋平台

  到店消費累點、抽獎與後台店家管理，含會員資料與活動營運。

常見問題