Industry Solutions

Manufacturing

On top of your existing MES and ERP: how to schedule the bottleneck, whether to take the rush order, what to do when a machine stops — AI works out the options, your planner decides.

Certified delivery

Typical Scenarios

How the work splits in this industry — what the AI does, and where people make the call.

Scenario 1

Bottleneck scheduling: what goes in each oven batch

Before: Which jobs share a batch and when it goes in lived in a veteran planner's head and spreadsheets — half a day to plan a week.
With AI: AI reads MES and ERP data and drafts the weekly batch plan; the planner reviews it and confirms.

Key machine

The bottleneck that sets plant output

People decide

AI proposes, the planner releases

No new system

Read-only on your MES and ERP

Division of laborAI on its own 2 · Human + AI 3

One more batch through the bottleneck is one more for the whole plant.

Scenario 2

Can we take the rush order? A date on the spot

Before: Sales had to call the factory and wait for the planner to dig through spreadsheets — promise fast and miss it, or answer slow and lose the order.
With AI: Sales asks once; AI works out the earliest date from current load and materials, and puts the cost of any rush order on the table.

On the spot

One question in WeCom or Feishu

Backed by data

Live load and materials

Costs upfront

Know who slips before you commit

Division of laborAI on its own 3 · Human + AI 1 · Human 1