noel. OpsAgent FMCGCo

In the lab · First look Dec 2026

FMCGCo

How much service do we buy with how much cash?

A stock policy studio for one distribution centre and 100 materials. It tests supply shocks and drafts a change list. A planner approves it. It never writes to SAP.

Follow the build Suggest a use case

The page

One question per section.

  1. 1
    Decide

    A map of service against stock cash. Pick a point. See the cost.

  2. 2
    What the agent found

    Five findings, each with its proof.

  3. 3
    Will it hold?

    Double the lead time or add a heatwave. Then re-plan early.

  4. 4
    Segments

    ABC/XYZ classes, each with the right planning type.

  5. 5
    Data checks

    Five checks on the material master before any advice.

  6. 6
    Change list

    A file for a planner to approve and load. Never a direct SAP write.

Same rules as BottleCo

Code does the math. Claude writes the words.

Every number is checked.

A second calculation runs before you see it.

Read-only data.

The Inventory Kit cannot change a row.

"Not in the data."

When the data cannot answer, it says so.

Specs

DataSAPiBench (MIT): 100 materials, daily demand 2019–2025. Test year 2025.
AgentsPolicy agent (code) and Data Explorer (chat), one shared Inventory Kit.
OutputA change list file for a planner to approve.
StatusIn the lab. First look December 2026.
All agents See BottleCo