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AI GO
By function

AI for Operations

Stock on the books, nothing on the shelf; delivery sequencing left to whoever has done it longest. AI GO brings stock control, inventory and routing into one system so operational decisions have numbers behind them.

In sync
movements update stock immediately
Optimised
delivery order calculated for you
One system
replaces stock control, inventory and reporting

What you are probably dealing with

Stock on the books, nothing on the shelf

Receipts, sales and returns are all entered separately. Miss one and the count is wrong — and you find out when an order is ready to ship and the customer is already waiting.

Dead stock discovered at write-off

With no view of ageing or turnover, slow lines simply sit there. By the time a stocktake reveals they occupy a third of the warehouse, the cost is already sunk.

Routing by instinct

A dozen drops sequenced by the driver — doubling back, overlapping windows, everything bunched into the same hour. Nobody can quantify the fuel and time lost.

Payables and receivables in separate books

Goods sold but unpaid, materials received but unbilled, spread across different sheets. Working out the real cash position takes three conversations.

Before and after

Before

  1. 1Receipts, sales and returns entered separately
  2. 2Stock figures corrected only at periodic stocktake
  3. 3Shortages discovered just before dispatch
  4. 4Delivery order decided by the driver
  5. 5Payables and receivables kept in separate sheets

With AI GO

  1. 1Documents entered once; stock moves immediately
  2. 2Ageing and turnover visible whenever you look
  3. 3Safety levels trigger a prompt before you run out
  4. 4Addresses geocoded and sequenced into an optimal route
  5. 5Payables, receivables and reports run off one dataset

Modules involved

Stock control is the backbone; delivery and asset rental can be added depending on how you operate.

基本進銷存

完整的進銷存 ERP 系統。涵蓋商品、客戶、廠商、銷貨、進貨、退貨、庫存查詢、應收應付帳款與報表分析等核心模組。

Operations

進銷存貿易管理

中小企業進銷存貿易管理系統。涵蓋客戶/供應商/商品主檔、銷售訂單出貨扣庫、請購簽核與採購驗收入庫、多倉庫存查詢與調撥、低庫存預警,並支援 AI 商品多語文案生成。

Operations

配送路線優化

智能配送路線規劃工具。貼入配送地址後,自動地理編碼並透過 Google Directions API 計算最優路線,含前端 TSP 演算法 Fallback。

Operations

租借營運管理

多據點租借營運管理系統:據點、品項與單品資產管理、會員借還流程、甲地借乙地還、逾期掃描與罰金計收。內建借出、歸還、逾期掃描與罰金繳納自動化。

Operations

Platform capabilities

Documents and stock are one dataset

Sales, purchasing, returns, stock lookups, payables and receivables and reporting all live in one module, rather than six systems each keeping their own copy.

Ageing and turnover you can see

Which lines have sat too long and which turn fast enough to run out — decided on numbers rather than impressions.

Routes calculated automatically

Paste in delivery addresses and they are geocoded, then sequenced via the Google Directions API — with a built-in TSP fallback so a route is still produced if the external service is unavailable.

Built around your document flow

Your approval gates, document fields, allowance and return logic are your own. No need to reshape the business around a packaged ERP.

Labour cost you can recover

For an SME with warehousing and delivery, a three-person operations team at an average loaded rate of NT$320/hour:

Document entry and stock adjustment

Hours / month
40 hrs
Hourly rate
NT$ 300
Recovered / month
NT$ 12,000

Stocktakes and variance investigation

Hours / month
28 hrs
Hourly rate
NT$ 320
Recovered / month
NT$ 8,960

Planning delivery sequences

About an hour a day

Hours / month
22 hrs
Hourly rate
NT$ 300
Recovered / month
NT$ 6,600

Reconciling payables and receivables

Hours / month
18 hrs
Hourly rate
NT$ 400
Recovered / month
NT$ 7,200

Assembling operational reports

Hours / month
12 hrs
Hourly rate
NT$ 420
Recovered / month
NT$ 5,040
TotalNT$ 39,800

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 already have an ERP. Do we need this?
It depends where your ERP falls short. For most SMEs the problem is not the absence of an ERP but that its fields do not match how the business actually works, so everyone quietly returns to Excel. AI GO either generates to your real process, or sits alongside the existing ERP filling the gap it cannot cover.
How accurate is the routing?
It uses the Google Directions API for real road distance and time, not straight lines. If the external service is unavailable it falls back to a built-in TSP calculation, which still yields a usable sequence rather than failing outright.
How does existing data get migrated?
Master records for products, customers and suppliers import in bulk; opening stock is best set against a physical count. A Forward Deployed Engineer works through this with you, usually in weeks.
Can we adopt inventory only and leave sales where it is?
You can, with one caveat: inaccurate stock usually traces back to documents not being entered promptly. Adopting inventory alone while sales stays elsewhere limits how much accuracy improves. Most teams bring sales and inventory across together.

Further reading

Other solutions

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