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AI GO
By industry

AI for Retail and E-commerce

Shopee, SHOPLINE, 91APP and Buy123 each have their own back office, their own order export and their own stock deduction. AI GO brings products, orders and logistics across every channel onto one dataset, so overselling and missed orders stop depending on someone watching.

Multi-channel
modules for the major marketplaces
One pool
stock shared across channels
Automatic
dispatch and invoicing on order state

What you are probably dealing with

Overselling is routine

One pool of stock listed on four marketplaces, each deducting its own way. When something sells well it sells twice at once, and all you can do is ring customers to apologise.

Orders downloaded four times a day

Every morning means logging into four back offices, exporting four CSVs, pasting them into one sheet and sequencing dispatch. By the time that is done it is lunchtime.

Product edits made four times over

A price change, a copy tweak, a spec correction — repeated on every marketplace. By the third one you have forgotten exactly what you changed on the first.

Invoicing lags behind dispatch

Goods ship and then someone remembers the invoice, or an invoice exists that nobody can match to an order. Month-end reconciliation is where it hurts.

Before and after

Before

  1. 1Orders exported separately from each back office
  2. 2Stock deducted per marketplace; overselling caught by eye
  3. 3Product data maintained once per channel
  4. 4Dispatch lists assembled by hand and passed to the carrier
  5. 5Invoices issued after the fact and matched manually

With AI GO

  1. 1Orders from every marketplace sync into one list
  2. 2Stock is shared across channels and delists when sold out
  3. 3One product master maintained and pushed to each channel
  4. 4Dispatch and logistics status handled in batches
  5. 5Checkout triggers invoicing, bound to the sales order

Modules involved

Connect whichever marketplaces you actually sell on — no channel has to be dropped to suit the system.

蝦皮購物賣家整合

整合蝦皮購物 (Shopee) 賣家 API。批次同步商品庫存、下載訂單、列印超商出貨寄貨單、與賣家業績成效分析。

Integration

SHOPLINE 網路商店整合

串接 SHOPLINE 品牌電商平台。同步商品目錄、管理會員等級與優惠活動、匯入銷售訂單與進行營業統計。

Integration

91APP 購物商城整合

整合 91APP 電商平台。同步商品資料、訂單狀態、物流進度,並提供銷售數據分析看板。

Integration

生活市集廠商後台

整合生活市集 (Buy123) 廠商 API。管理上架商品、同步訂單出貨與物流狀態,自動化批次處理出貨單。

Integration

7-ELEVEN 交貨便物流(示範)

【示範模板】功能為模擬資料展示,未串接真實 API。 串接 7-ELEVEN 統一超商交貨便服務。提供 B2C/C2C 寄貨單管理、物流狀態即時追蹤、出貨通知與包裹退回處理。

Integration

綠界電子發票

綠界 B2C / B2B 電子發票整合。外部網站結帳後透過 Webhook 自動開立發票,支援手動開立、作廢與查詢,發票自動綁定銷售訂單。

Integration

Platform capabilities

Connects the marketplaces you sell on

Shopee, SHOPLINE, 91APP and Buy123 each have their own integration module syncing products, orders and logistics status, so channel strategy never has to bend to the software.

One pool of stock

Channels share one stock record, deducted the moment something sells. Overselling comes from every marketplace keeping its own book — a single source is the actual fix.

Dispatch and logistics in batches

Logistics modules such as 7-ELEVEN parcel handling process dispatch notes and status in bulk rather than one order at a time.

Invoices follow the order

Issued automatically by webhook on checkout and bound to the sales order, so month-end never means matching invoice to order by hand.

Labour cost you can recover

For a mid-volume merchant with a four-person e-commerce team at an average loaded rate of NT$300/hour:

Exporting and merging multi-channel orders

About two hours a day

Hours / month
44 hrs
Hourly rate
NT$ 280
Recovered / month
NT$ 12,320

Maintaining product data per marketplace

Hours / month
26 hrs
Hourly rate
NT$ 300
Recovered / month
NT$ 7,800

Stock reconciliation and overselling recovery

Hours / month
24 hrs
Hourly rate
NT$ 320
Recovered / month
NT$ 7,680

Dispatch preparation and logistics tracking

Hours / month
30 hrs
Hourly rate
NT$ 280
Recovered / month
NT$ 8,400

Issuing and matching invoices

Hours / month
18 hrs
Hourly rate
NT$ 380
Recovered / month
NT$ 6,840
TotalNT$ 43,040

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 only sell on one marketplace. Do we need this?
With a single channel the value of stock syncing is limited, so the benefit sits in dispatch, logistics and invoicing. Time what you currently spend from order export to dispatch complete — over an hour a day makes it worth doing; if it is already smooth, there is no urgency.
What happens when a marketplace changes its API?
Integration modules are updated as platform interfaces change — that is the main advantage over writing your own connector, since maintenance is not your problem. Significant platform changes are handled on our side.
Is there a lag in stock syncing?
Yes — every cross-platform sync has one. The practical answer is a safety buffer on fast-moving lines so the lag is absorbed by the buffer rather than by a customer. That buffer is set during adoption based on your sales tempo.
Can we connect one marketplace first?
Yes, and we recommend it. Start with your highest-volume channel, get it running, then add the rest one at a time.

Further reading

Other solutions

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