What you are probably dealing with
Nobody knows whose desk the document is on
Paper goes in a folder, files get forwarded by email. Finding out which stage a document has reached means asking every person in the chain.
Asset lending tracked on a whiteboard
Laptops, projectors, pool cars, meeting rooms — who has them and when they are due back is written on a board or in a group chat. When something goes missing, the only method is asking everyone.
Requests drown in group chats
A broken light, a failed access card, a lunch order — every team tags admin in chat. Volume buries them, and who asked for what is forgotten.
Supplies are either short or overstocked
Toner, stationery and cleaning materials have no usage record, so reordering is guesswork — either an emergency run to the shop or a cupboard full of surplus.
Before and after
Before
- 1Documents circulated on paper or by email
- 2Asset lending written on a whiteboard or in chat
- 3Requests scattered across messaging apps
- 4Supplies reordered from impression
- 5Admin becomes the index for everything
With AI GO
- 1Documents route online with visible stages and timings
- 2Assets are booked and returned online, with overdue alerts
- 3Requests become tickets with an owner and a status
- 4Usage is recorded and low stock prompts a reorder
- 5The system remembers who asked for what
Modules involved
These four modules are independent — start with whichever hurts most rather than adopting everything at once.
行政總務管理
以工單看板(可拖曳)為核心的行政總務後台:報修、領用、借用與庶務申請統一流轉,並直接使用 AI GO 內建的員工、公告、報支、資產、用品與採購資料表。
Operations公文信函管理中心
公文與信函的收發、承辦、簽核與歸檔中心。支援手機拍照或本機掃描檔上傳、文號自動編派、承辦看板、合約到期提醒與受控文件版本管制。
Operations租借營運管理
租賃業者專用營運後台:線上租借申請、合約與明細、多據點取件/異地歸還、逾期與損賠計費、押金與收款、單品資產與維修保養履歷。全面架構在 AI GO 內建的客戶/商品/庫存/銷售/收付款模組上。
Operations通用 · IT 服務台
IT 服務台雙介面:員工前台線上報修與查進度,IT 後台以拖曳看板派工,並管理硬體資產、軟體授權、機房巡檢與廠商進出。全部資料落在 AI GO 既有的專案/人資/資產模組,不建自訂表。
OperationsPlatform capabilities
Documents leave a trail
Which stage each document is at, how long it sat there and who signed what all live in the system. Audit and traceability stop being reconstruction exercises.
Loans and expiries raise themselves
Assets overdue, rentals expiring, maintenance intervals reached — configured once and then surfaced by the system rather than remembered by admin.
Your forms stay your forms
Purchase requests, seal-use applications and asset transfer forms differ at every company. Rather than adopting a packaged form, the app is generated from the paper forms you already use.
Controls over seal use and purchasing
Approval limits and which documents need a second signature are written into the system rather than carried as unwritten convention.
Labour cost you can recover
For a 100-person company with a two-person admin team at an average loaded rate of NT$300/hour:
Document routing and status lookups
- Hours / month
- 26 hrs
- Hourly rate
- NT$ 300
- Recovered / month
- NT$ 7,800
Asset lending records and chasing returns
- Hours / month
- 20 hrs
- Hourly rate
- NT$ 280
- Recovered / month
- NT$ 5,600
Receiving and assigning requests
- Hours / month
- 30 hrs
- Hourly rate
- NT$ 280
- Recovered / month
- NT$ 8,400
Supply counts and purchase requests
- Hours / month
- 16 hrs
- Hourly rate
- NT$ 300
- Recovered / month
- NT$ 4,800
Meeting room and pool car scheduling
- Hours / month
- 14 hrs
- Hourly rate
- NT$ 280
- Recovered / month
- NT$ 3,920
| Work replaced | Hours / month | Hourly rate | Recovered / month |
|---|---|---|---|
| Document routing and status lookups | 26 hrs | NT$ 300 | NT$ 7,800 |
| Asset lending records and chasing returns | 20 hrs | NT$ 280 | NT$ 5,600 |
| Receiving and assigning requests | 30 hrs | NT$ 280 | NT$ 8,400 |
| Supply counts and purchase requests | 16 hrs | NT$ 300 | NT$ 4,800 |
| Meeting room and pool car scheduling | 14 hrs | NT$ 280 | NT$ 3,920 |
| Total | NT$ 30,520 | ||
These figures assume a typical staffing profile. Real numbers depend on your team size and process — we rerun the model with your own data during a consult.
FAQ
We are small. Do we really need a system?
Will colleagues actually use it?
Can we adopt asset management only?
Must all paper documents go digital?
Further reading
台灣中小企業找 FDE 實戰指南:30 天 AI 落地不是夢
你聽說了 FDE 前線部署工程師,但不知道怎麼找、費用多少、能做什麼?本文用台灣真實案例說明,FDE 如何幫中小企業在 30 天內完成 AI 導入。
企業 AI 導入FDE、傳統顧問、IT 部門:台灣企業 AI 導入該選哪個?
台灣企業導入 AI 有三條路:找傳統管理顧問、靠自己的 IT 部門、或引入 FDE 前線部署工程師。三者差異是什麼?哪種適合你的公司?
企業 AI 導入FDE 是什麼?前線部署工程師完整指南(2026 台灣版)
FDE(Forward Deployed Engineer,前線部署工程師)是目前台灣最熱門的 AI 職缺,比 AI 科學家還搶手。本文從零解釋 FDE 是什麼、做什麼、為什麼台灣企業現在最需要他。
Other solutions
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