All use casesOperations & Production

Your engineers confirm. The plan is already drawn.

One real workflow, start to finish — the problem, the systems, the per-order routine, and the suggestion an engineer accepts, adjusts or rejects.

01
The problem
02
What we connect
03
The routine
04
The result
01The problem
every order

planned from scratch. An engineer decides the pallet structure, packaging, boxes and labels by hand — slow, expertise-dependent, and hard to hand over.

Handling unit
Pallet structure
Packaging
Rules & specs
Boxes
Sizing
Labels
Per customer

“When our senior planner is out, half the know-how walks out with him.”

02What we connect

The systems your line already runs on.

Connected once, read continuously — planned orders, the history of how you've packed them, and the environment your engineers already work in.

Connected systems3 live
SAP · Planned orders
Incoming production orders with quantities & dates
● live
Historical production
Past pallets, packaging rules & customer specs
● live
CS CEMA environment
Where engineers plan, review & confirm each order
● live
Production AI employeereads all three · continuously
03The routine

Every order, planned before it lands.

You set the packaging rules and customer specs once. For each new order the agent drafts a full plan — and stops for the engineer to accept, adjust or reject.

+00:00Read the order
New planned production order arrives from SAP
+00:03Find similar orders
Match against historical production for this product & customer
+00:07Suggest the structure
Optimal handling-unit / pallet layout & required packaging
+00:09Explain the reasoning
Which past orders & rules drove each choice — in plain language
+00:10Engineer decides✓ human gate
Accept, adjust or reject — nothing is committed without a person
04The result

Engineers confirm a plan, they don't build one.

A smart suggestion for every order, with the reasoning attached — less manual work, institutional knowledge captured, and consistent decisions whoever is on shift.

CS CEMA · Order PO-48812 · Packing plan
Suggested
Planned order · suggested packing plan
Enamel panels · 1,440 units
PO-48812 · customer spec C-207 · due 09 Jul
94% match confidence
from 12 similar past orders
Suggested structure
Handling unit
Euro pallet · 5 layers × 8 boxes
4 pallets
Packaging
Corner protectors + stretch wrap · rule PKG-14
spec met
Box
B-Type 600×400 · 36 units / box
40 boxes
Labels
Customer C-207 layout · EAN + handling marks
auto
Why this plan
Matches PO-47190 and 11 other orders of enamel panels for customer C-207. Same layer count kept breakage under 0.3%.
Rule PKG-14 requires corner protectors for panels over 1.2m — applied automatically.
4 pallets vs 5 last quarter — tighter box fill saves one pallet per order.
The engineer reviews and chooses — nothing is committed to SAP without a person.
Accept planAdjustReject

↑ One suggestion per order — the structure, the packaging, and the reasoning behind every choice. The engineer stays in control.

Put a Production AI employee on your planning.

Connect SAP, your production history and CS CEMA. We capture your packaging rules and customer specs with you — and your engineers confirm every plan.